% Generated by shared/report_to_latex.py from predictions_cosine/report/report.md
% Requires \usepackage{booktabs} in the preamble.

\begin{table}[htbp]
\centering
\caption{Model comparison summary}
\label{tab:summary}
\begin{tabular}{lccc}
\toprule
model & accuracy [95\% CI] & within-one accuracy [95\% CI] & training time (min) \\
\midrule
siglip2\_base\_224 & 0.6680 [0.6332, 0.7038] & 0.9497 [0.9381, 0.9619] & 25.3 \\
siglip2\_base\_384 & 0.6893 [0.6599, 0.7223] & 0.9561 [0.9461, 0.9661] & 102.4 \\
siglip2\_so400m\_384 & 0.6807 [0.6476, 0.7108] & 0.9382 [0.9237, 0.9514] & 447.9 \\
convnext\_large & 0.6400 [0.6050, 0.6750] & 0.9358 [0.9193, 0.9502] & 62.5 \\
swin\_b & 0.6516 [0.6161, 0.6857] & 0.9420 [0.9269, 0.9548] & 68.7 \\
resnet50 & 0.5984 [0.5629, 0.6339] & 0.9149 [0.8962, 0.9325] & 17.3 \\
vit\_b\_16 & 0.5743 [0.5359, 0.6116] & 0.9161 [0.8986, 0.9329] & 51.1 \\
vit\_l\_16 & 0.6319 [0.5976, 0.6677] & 0.9435 [0.9274, 0.9580] & 92.2 \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_224 — Total — accuracy 0.6680 95\% CI [0.6332, 0.7038] (27952 frames, 138 movies)}
\label{tab:siglip2-base-224-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5240 & [0.3521, 0.6619] & 0.3306 & [0.1940, 0.4596] & 0.4055 & [0.2568, 0.5201] \\
l & 0.6340 & [0.5695, 0.6921] & 0.7978 & [0.7422, 0.8456] & 0.7065 & [0.6556, 0.7500] \\
m & 0.7215 & [0.6625, 0.7789] & 0.8272 & [0.7809, 0.8727] & 0.7707 & [0.7259, 0.8133] \\
mcu & 0.6504 & [0.5647, 0.7387] & 0.6480 & [0.5677, 0.7222] & 0.6492 & [0.5817, 0.7128] \\
ml & 0.6264 & [0.5275, 0.7107] & 0.4335 & [0.3530, 0.5197] & 0.5124 & [0.4283, 0.5899] \\
na & 0.9399 & [0.6554, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9690 & [0.7918, 1.0000] \\
xcu & 0.2857 & [0.0000, 0.8425] & 0.1081 & [0.0000, 0.3478] & 0.1569 & [0.0000, 0.4325] \\
xls & 0.6170 & [0.4770, 0.7455] & 0.2565 & [0.1678, 0.3561] & 0.3624 & [0.2572, 0.4674] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_224 — Animated — accuracy 0.6061 95\% CI [0.5526, 0.6603] (9526 frames, 41 movies)}
\label{tab:siglip2-base-224-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4218 & [0.2048, 0.6132] & 0.3080 & [0.1314, 0.4788] & 0.3560 & [0.1645, 0.5030] \\
l & 0.6461 & [0.5673, 0.7223] & 0.8262 & [0.7589, 0.8813] & 0.7251 & [0.6614, 0.7804] \\
m & 0.5763 & [0.4760, 0.6648] & 0.7735 & [0.6870, 0.8423] & 0.6605 & [0.5709, 0.7321] \\
mcu & 0.5893 & [0.4273, 0.7560] & 0.4681 & [0.3432, 0.5985] & 0.5217 & [0.3973, 0.6309] \\
ml & 0.5558 & [0.4177, 0.6912] & 0.2657 & [0.1785, 0.3754] & 0.3595 & [0.2579, 0.4690] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.6303 & [0.4350, 0.7957] & 0.3122 & [0.1748, 0.4916] & 0.4175 & [0.2604, 0.5723] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_224 — Live-action — accuracy 0.6999 95\% CI [0.6571, 0.7423] (18426 frames, 97 movies)}
\label{tab:siglip2-base-224-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5763 & [0.3656, 0.7255] & 0.3400 & [0.1722, 0.5394] & 0.4277 & [0.2377, 0.5923] \\
l & 0.6205 & [0.5205, 0.7094] & 0.7669 & [0.6813, 0.8440] & 0.6860 & [0.6072, 0.7502] \\
m & 0.7726 & [0.7030, 0.8361] & 0.8426 & [0.7850, 0.8904] & 0.8061 & [0.7522, 0.8545] \\
mcu & 0.6670 & [0.5569, 0.7680] & 0.7137 & [0.6178, 0.8022] & 0.6895 & [0.6047, 0.7543] \\
ml & 0.6484 & [0.5361, 0.7496] & 0.5220 & [0.4152, 0.6381] & 0.5784 & [0.4770, 0.6704] \\
na & 0.9399 & [0.6389, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9690 & [0.7796, 1.0000] \\
xcu & 0.5714 & [0.0000, 1.0000] & 0.1667 & [0.0000, 0.5581] & 0.2581 & [0.0000, 0.6400] \\
xls & 0.5982 & [0.4110, 0.7724] & 0.2026 & [0.1133, 0.3041] & 0.3027 & [0.1792, 0.4176] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_384 — Total — accuracy 0.6893 95\% CI [0.6599, 0.7223] (27952 frames, 138 movies)}
\label{tab:siglip2-base-384-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5825 & [0.4190, 0.7229] & 0.3428 & [0.2074, 0.5036] & 0.4316 & [0.2840, 0.5723] \\
l & 0.6342 & [0.5798, 0.6930] & 0.8331 & [0.7807, 0.8769] & 0.7202 & [0.6762, 0.7621] \\
m & 0.7575 & [0.7033, 0.8083] & 0.8403 & [0.7941, 0.8827] & 0.7968 & [0.7563, 0.8397] \\
mcu & 0.6683 & [0.5840, 0.7559] & 0.6732 & [0.5940, 0.7465] & 0.6707 & [0.6068, 0.7317] \\
ml & 0.6698 & [0.5742, 0.7557] & 0.4904 & [0.4152, 0.5786] & 0.5662 & [0.4898, 0.6386] \\
na & 0.9399 & [0.4762, 1.0000] & 1.0000 & [0.9750, 1.0000] & 0.9690 & [0.6398, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5788 & [0.4000, 0.7167] & 0.1843 & [0.1056, 0.2796] & 0.2796 & [0.1712, 0.3969] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_384 — Animated — accuracy 0.6336 95\% CI [0.5844, 0.6849] (9526 frames, 41 movies)}
\label{tab:siglip2-base-384-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5057 & [0.2712, 0.7208] & 0.3045 & [0.1477, 0.4691] & 0.3801 & [0.1910, 0.5265] \\
l & 0.6504 & [0.5751, 0.7258] & 0.8688 & [0.8160, 0.9168] & 0.7439 & [0.6854, 0.7973] \\
m & 0.6237 & [0.5237, 0.7194] & 0.7720 & [0.6965, 0.8373] & 0.6900 & [0.6064, 0.7661] \\
mcu & 0.6027 & [0.4475, 0.7503] & 0.5350 & [0.4326, 0.6386] & 0.5668 & [0.4525, 0.6617] \\
ml & 0.6138 & [0.4622, 0.7591] & 0.2987 & [0.2094, 0.3976] & 0.4019 & [0.3004, 0.5068] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.6765 & [0.4721, 0.8422] & 0.3091 & [0.1594, 0.4920] & 0.4243 & [0.2444, 0.5922] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_base\_384 — Live-action — accuracy 0.7181 95\% CI [0.6765, 0.7619] (18426 frames, 97 movies)}
\label{tab:siglip2-base-384-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.6152 & [0.3867, 0.7781] & 0.3586 & [0.1876, 0.5800] & 0.4531 & [0.2684, 0.6395] \\
l & 0.6160 & [0.5213, 0.7013] & 0.7944 & [0.7108, 0.8677] & 0.6939 & [0.6202, 0.7612] \\
m & 0.8017 & [0.7413, 0.8558] & 0.8598 & [0.7990, 0.9094] & 0.8297 & [0.7808, 0.8727] \\
mcu & 0.6885 & [0.5830, 0.7947] & 0.7236 & [0.6273, 0.8107] & 0.7056 & [0.6234, 0.7750] \\
ml & 0.6864 & [0.5617, 0.7796] & 0.5914 & [0.4887, 0.6881] & 0.6354 & [0.5389, 0.7186] \\
na & 0.9399 & [0.6558, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9690 & [0.7921, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.3443 & [0.1228, 0.5420] & 0.0635 & [0.0155, 0.1194] & 0.1072 & [0.0283, 0.1903] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_so400m\_384 — Total — accuracy 0.6807 95\% CI [0.6476, 0.7108] (27952 frames, 138 movies)}
\label{tab:siglip2-so400m-384-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4566 & [0.3167, 0.5936] & 0.4793 & [0.3348, 0.5971] & 0.4677 & [0.3386, 0.5783] \\
l & 0.6262 & [0.5629, 0.6832] & 0.7797 & [0.7246, 0.8253] & 0.6946 & [0.6444, 0.7392] \\
m & 0.7818 & [0.7265, 0.8332] & 0.7708 & [0.7171, 0.8208] & 0.7763 & [0.7281, 0.8170] \\
mcu & 0.6684 & [0.5911, 0.7447] & 0.6179 & [0.5377, 0.6976] & 0.6422 & [0.5799, 0.6987] \\
ml & 0.6372 & [0.5426, 0.7193] & 0.6355 & [0.5575, 0.7101] & 0.6363 & [0.5590, 0.6989] \\
na & 0.9942 & [0.9474, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9971 & [0.9730, 1.0000] \\
xcu & 0.3261 & [0.0000, 0.8571] & 0.2027 & [0.0000, 0.5172] & 0.2500 & [0.0000, 0.5661] \\
xls & 0.6189 & [0.4727, 0.7546] & 0.2345 & [0.1494, 0.3251] & 0.3401 & [0.2317, 0.4446] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_so400m\_384 — Animated — accuracy 0.6363 95\% CI [0.5858, 0.6841] (9526 frames, 41 movies)}
\label{tab:siglip2-so400m-384-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.3393 & [0.1875, 0.4588] & 0.3910 & [0.2459, 0.5218] & 0.3633 & [0.2227, 0.4553] \\
l & 0.6569 & [0.5710, 0.7266] & 0.8247 & [0.7679, 0.8737] & 0.7313 & [0.6633, 0.7830] \\
m & 0.6345 & [0.5414, 0.7171] & 0.7412 & [0.6632, 0.8102] & 0.6837 & [0.6073, 0.7482] \\
mcu & 0.5946 & [0.4437, 0.7209] & 0.4934 & [0.3556, 0.6255] & 0.5393 & [0.4114, 0.6435] \\
ml & 0.6635 & [0.5366, 0.7702] & 0.4403 & [0.3382, 0.5500] & 0.5293 & [0.4289, 0.6162] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.6982 & [0.4918, 0.8620] & 0.3226 & [0.1795, 0.4812] & 0.4413 & [0.2694, 0.5856] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{siglip2\_so400m\_384 — Live-action — accuracy 0.7036 95\% CI [0.6610, 0.7461] (18426 frames, 97 movies)}
\label{tab:siglip2-so400m-384-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5121 & [0.3229, 0.6814] & 0.5157 & [0.3302, 0.7055] & 0.5139 & [0.3372, 0.6676] \\
l & 0.5923 & [0.4943, 0.6818] & 0.7309 & [0.6413, 0.8112] & 0.6543 & [0.5739, 0.7232] \\
m & 0.8345 & [0.7668, 0.8928] & 0.7793 & [0.7058, 0.8399] & 0.8060 & [0.7474, 0.8521] \\
mcu & 0.6917 & [0.5969, 0.7924] & 0.6633 & [0.5760, 0.7618] & 0.6772 & [0.6082, 0.7414] \\
ml & 0.6293 & [0.5067, 0.7277] & 0.7384 & [0.6479, 0.8182] & 0.6795 & [0.5885, 0.7514] \\
na & 1.0000 & [0.9750, 1.0000] & 1.0000 & [0.9750, 1.0000] & 1.0000 & [0.9750, 1.0000] \\
xcu & 0.4839 & [0.0000, 1.0000] & 0.3125 & [0.0000, 0.6522] & 0.3797 & [0.0000, 0.7143] \\
xls & 0.5000 & [0.2786, 0.6953] & 0.1492 & [0.0585, 0.2416] & 0.2298 & [0.0982, 0.3477] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{convnext\_large — Total — accuracy 0.6400 95\% CI [0.6050, 0.6750] (27952 frames, 138 movies)}
\label{tab:convnext-large-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4414 & [0.2837, 0.5859] & 0.3428 & [0.1920, 0.5183] & 0.3859 & [0.2324, 0.5289] \\
l & 0.6104 & [0.5487, 0.6685] & 0.7445 & [0.6866, 0.7945] & 0.6708 & [0.6216, 0.7149] \\
m & 0.6933 & [0.6312, 0.7507] & 0.8227 & [0.7748, 0.8632] & 0.7525 & [0.7037, 0.7957] \\
mcu & 0.6407 & [0.5463, 0.7326] & 0.5566 & [0.4732, 0.6331] & 0.5957 & [0.5238, 0.6560] \\
ml & 0.5839 & [0.4875, 0.6736] & 0.4408 & [0.3447, 0.5467] & 0.5023 & [0.4102, 0.5905] \\
na & 0.9829 & [0.8571, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9914 & [0.9231, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5785 & [0.4094, 0.7311] & 0.2094 & [0.1186, 0.3202] & 0.3075 & [0.1842, 0.4327] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{convnext\_large — Animated — accuracy 0.5663 95\% CI [0.5151, 0.6216] (9526 frames, 41 movies)}
\label{tab:convnext-large-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.3954 & [0.1511, 0.6001] & 0.3599 & [0.1696, 0.5124] & 0.3768 & [0.1757, 0.5063] \\
l & 0.6345 & [0.5592, 0.7126] & 0.7848 & [0.7118, 0.8537] & 0.7017 & [0.6359, 0.7597] \\
m & 0.5202 & [0.4132, 0.6194] & 0.7261 & [0.6249, 0.8089] & 0.6061 & [0.5037, 0.6929] \\
mcu & 0.5734 & [0.4065, 0.7525] & 0.4195 & [0.2904, 0.5419] & 0.4845 & [0.3582, 0.5941] \\
ml & 0.4109 & [0.2727, 0.5364] & 0.2100 & [0.1231, 0.3056] & 0.2779 & [0.1773, 0.3772] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.6532 & [0.4055, 0.8313] & 0.3039 & [0.1481, 0.5023] & 0.4148 & [0.2245, 0.6001] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{convnext\_large — Live-action — accuracy 0.6780 95\% CI [0.6351, 0.7209] (18426 frames, 97 movies)}
\label{tab:convnext-large-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4653 & [0.2482, 0.6373] & 0.3357 & [0.1513, 0.5688] & 0.3900 & [0.1900, 0.5755] \\
l & 0.5835 & [0.4952, 0.6723] & 0.7008 & [0.6130, 0.7768] & 0.6368 & [0.5638, 0.6990] \\
m & 0.7546 & [0.6874, 0.8154] & 0.8503 & [0.7926, 0.8973] & 0.7996 & [0.7461, 0.8445] \\
mcu & 0.6602 & [0.5456, 0.7790] & 0.6067 & [0.5054, 0.7077] & 0.6324 & [0.5456, 0.7141] \\
ml & 0.6367 & [0.5198, 0.7397] & 0.5623 & [0.4440, 0.6811] & 0.5972 & [0.4902, 0.6927] \\
na & 0.9829 & [0.8565, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9914 & [0.9227, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4500 & [0.2362, 0.6281] & 0.1179 & [0.0394, 0.2045] & 0.1869 & [0.0682, 0.2940] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{swin\_b — Total — accuracy 0.6516 95\% CI [0.6161, 0.6857] (27952 frames, 138 movies)}
\label{tab:swin-b-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5107 & [0.3460, 0.6433] & 0.3610 & [0.2150, 0.5355] & 0.4230 & [0.2809, 0.5624] \\
l & 0.6132 & [0.5538, 0.6691] & 0.7334 & [0.6684, 0.7882] & 0.6680 & [0.6196, 0.7120] \\
m & 0.7277 & [0.6648, 0.7842] & 0.7945 & [0.7333, 0.8425] & 0.7596 & [0.7093, 0.8045] \\
mcu & 0.6433 & [0.5418, 0.7438] & 0.6173 & [0.5453, 0.6855] & 0.6301 & [0.5608, 0.6917] \\
ml & 0.5852 & [0.4982, 0.6665] & 0.4996 & [0.4007, 0.5946] & 0.5390 & [0.4540, 0.6156] \\
na & 0.9773 & [0.8059, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9885 & [0.8925, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5551 & [0.4224, 0.6729] & 0.2760 & [0.1785, 0.3772] & 0.3687 & [0.2595, 0.4694] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{swin\_b — Animated — accuracy 0.5567 95\% CI [0.5062, 0.6057] (9526 frames, 41 movies)}
\label{tab:swin-b-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.3590 & [0.1867, 0.5297] & 0.3391 & [0.1796, 0.4734] & 0.3488 & [0.1904, 0.4604] \\
l & 0.6175 & [0.5333, 0.6978] & 0.7457 & [0.6632, 0.8133] & 0.6756 & [0.6075, 0.7341] \\
m & 0.5435 & [0.4430, 0.6499] & 0.6782 & [0.5883, 0.7626] & 0.6034 & [0.5129, 0.6880] \\
mcu & 0.5778 & [0.4515, 0.7166] & 0.4326 & [0.3173, 0.5487] & 0.4948 & [0.3866, 0.5968] \\
ml & 0.4091 & [0.2716, 0.5289] & 0.2651 & [0.1544, 0.4182] & 0.3217 & [0.2034, 0.4492] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5801 & [0.3938, 0.7449] & 0.3465 & [0.1812, 0.5339] & 0.4339 & [0.2588, 0.5988] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{swin\_b — Live-action — accuracy 0.7006 95\% CI [0.6595, 0.7411] (18426 frames, 97 movies)}
\label{tab:swin-b-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.6080 & [0.3846, 0.7793] & 0.3700 & [0.1843, 0.5927] & 0.4600 & [0.2544, 0.6339] \\
l & 0.6085 & [0.5120, 0.6939] & 0.7201 & [0.6269, 0.8009] & 0.6596 & [0.5803, 0.7264] \\
m & 0.7905 & [0.7274, 0.8513] & 0.8277 & [0.7685, 0.8830] & 0.8087 & [0.7564, 0.8538] \\
mcu & 0.6606 & [0.5491, 0.7741] & 0.6848 & [0.6056, 0.7676] & 0.6725 & [0.5942, 0.7423] \\
ml & 0.6477 & [0.5470, 0.7435] & 0.6232 & [0.5090, 0.7192] & 0.6352 & [0.5400, 0.7184] \\
na & 0.9773 & [0.8400, 1.0000] & 1.0000 & [1.0000, 1.0000] & 0.9885 & [0.9130, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5189 & [0.3150, 0.6921] & 0.2077 & [0.0967, 0.3213] & 0.2966 & [0.1478, 0.4267] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{resnet50 — Total — accuracy 0.5984 95\% CI [0.5629, 0.6339] (27952 frames, 138 movies)}
\label{tab:resnet50-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4379 & [0.2660, 0.6031] & 0.2922 & [0.1681, 0.4617] & 0.3505 & [0.2124, 0.4934] \\
l & 0.5968 & [0.5358, 0.6594] & 0.7181 & [0.6613, 0.7741] & 0.6518 & [0.6020, 0.6992] \\
m & 0.6566 & [0.5899, 0.7165] & 0.7440 & [0.6918, 0.7883] & 0.6975 & [0.6443, 0.7444] \\
mcu & 0.6018 & [0.5037, 0.6958] & 0.4959 & [0.4075, 0.5910] & 0.5438 & [0.4707, 0.6194] \\
ml & 0.4978 & [0.3935, 0.5876] & 0.4119 & [0.3311, 0.5006] & 0.4508 & [0.3635, 0.5280] \\
na & 0.8542 & [0.4184, 1.0000] & 0.9535 & [0.8095, 1.0000] & 0.9011 & [0.5873, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5042 & [0.3547, 0.6457] & 0.3041 & [0.1970, 0.4130] & 0.3794 & [0.2578, 0.4818] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{resnet50 — Animated — accuracy 0.5201 95\% CI [0.4732, 0.5676] (9526 frames, 41 movies)}
\label{tab:resnet50-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.3828 & [0.1902, 0.5440] & 0.2768 & [0.1591, 0.3671] & 0.3213 & [0.1799, 0.4153] \\
l & 0.5939 & [0.5145, 0.6703] & 0.7241 & [0.6477, 0.7945] & 0.6526 & [0.5831, 0.7096] \\
m & 0.4881 & [0.3859, 0.5837] & 0.6820 & [0.6000, 0.7556] & 0.5690 & [0.4747, 0.6493] \\
mcu & 0.5117 & [0.3339, 0.6789] & 0.2877 & [0.1727, 0.4016] & 0.3684 & [0.2397, 0.4819] \\
ml & 0.3978 & [0.2370, 0.5508] & 0.2280 & [0.1423, 0.3066] & 0.2898 & [0.1826, 0.3847] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4725 & [0.2486, 0.6774] & 0.2862 & [0.1397, 0.4691] & 0.3564 & [0.1849, 0.5297] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{resnet50 — Live-action — accuracy 0.6389 95\% CI [0.5954, 0.6836] (18426 frames, 97 movies)}
\label{tab:resnet50-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4634 & [0.2299, 0.6904] & 0.2986 & [0.1244, 0.5296] & 0.3632 & [0.1676, 0.5582] \\
l & 0.6000 & [0.5070, 0.6970] & 0.7116 & [0.6243, 0.7908] & 0.6510 & [0.5760, 0.7194] \\
m & 0.7202 & [0.6454, 0.7886] & 0.7617 & [0.6996, 0.8170] & 0.7404 & [0.6815, 0.7915] \\
mcu & 0.6219 & [0.5252, 0.7249] & 0.5720 & [0.4700, 0.6783] & 0.5959 & [0.5105, 0.6745] \\
ml & 0.5292 & [0.4122, 0.6383] & 0.5089 & [0.3989, 0.6238] & 0.5189 & [0.4155, 0.6085] \\
na & 0.8542 & [0.4184, 1.0000] & 0.9535 & [0.8095, 1.0000] & 0.9011 & [0.5899, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5352 & [0.3212, 0.6935] & 0.3216 & [0.1720, 0.4645] & 0.4018 & [0.2315, 0.5307] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_b\_16 — Total — accuracy 0.5743 95\% CI [0.5359, 0.6116] (27952 frames, 138 movies)}
\label{tab:vit-b-16-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.3902 & [0.2359, 0.5535] & 0.3054 & [0.1897, 0.4343] & 0.3426 & [0.2216, 0.4558] \\
l & 0.5769 & [0.5095, 0.6405] & 0.6208 & [0.5588, 0.6734] & 0.5981 & [0.5387, 0.6465] \\
m & 0.6277 & [0.5619, 0.6878] & 0.7944 & [0.7453, 0.8368] & 0.7013 & [0.6469, 0.7471] \\
mcu & 0.5948 & [0.5185, 0.6838] & 0.4786 & [0.3903, 0.5750] & 0.5304 & [0.4521, 0.6040] \\
ml & 0.4337 & [0.3346, 0.5282] & 0.3237 & [0.2442, 0.4017] & 0.3707 & [0.2858, 0.4424] \\
na & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4789 & [0.3328, 0.6073] & 0.2903 & [0.1815, 0.4027] & 0.3615 & [0.2416, 0.4712] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_b\_16 — Animated — accuracy 0.4665 95\% CI [0.4080, 0.5254] (9526 frames, 41 movies)}
\label{tab:vit-b-16-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.2143 & [0.0698, 0.4012] & 0.2803 & [0.1244, 0.4233] & 0.2429 & [0.0922, 0.3728] \\
l & 0.5694 & [0.4784, 0.6582] & 0.6054 & [0.5229, 0.6819] & 0.5869 & [0.5074, 0.6539] \\
m & 0.4372 & [0.3307, 0.5438] & 0.6332 & [0.5310, 0.7221] & 0.5172 & [0.4147, 0.6039] \\
mcu & 0.4339 & [0.2850, 0.5802] & 0.3323 & [0.2031, 0.4695] & 0.3764 & [0.2483, 0.4944] \\
ml & 0.3110 & [0.1966, 0.4305] & 0.1827 & [0.1108, 0.2658] & 0.2302 & [0.1450, 0.3195] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4717 & [0.2276, 0.6749] & 0.3205 & [0.1438, 0.5182] & 0.3817 & [0.1836, 0.5522] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_b\_16 — Live-action — accuracy 0.6300 95\% CI [0.5853, 0.6693] (18426 frames, 97 movies)}
\label{tab:vit-b-16-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5581 & [0.3309, 0.7540] & 0.3157 & [0.1730, 0.4880] & 0.4033 & [0.2300, 0.5570] \\
l & 0.5849 & [0.4951, 0.6790] & 0.6376 & [0.5448, 0.7202] & 0.6101 & [0.5268, 0.6762] \\
m & 0.6928 & [0.6157, 0.7589] & 0.8405 & [0.7959, 0.8812] & 0.7595 & [0.7019, 0.8071] \\
mcu & 0.6498 & [0.5577, 0.7497] & 0.5320 & [0.4253, 0.6466] & 0.5850 & [0.4965, 0.6696] \\
ml & 0.4796 & [0.3500, 0.5850] & 0.3979 & [0.2894, 0.5069] & 0.4349 & [0.3231, 0.5240] \\
na & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4878 & [0.3068, 0.6531] & 0.2611 & [0.1476, 0.3902] & 0.3401 & [0.2058, 0.4703] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_l\_16 — Total — accuracy 0.6319 95\% CI [0.5976, 0.6677] (27952 frames, 138 movies)}
\label{tab:vit-l-16-total}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.4643 & [0.2850, 0.6463] & 0.3751 & [0.2266, 0.5225] & 0.4150 & [0.2646, 0.5511] \\
l & 0.5988 & [0.5357, 0.6589] & 0.6964 & [0.6257, 0.7622] & 0.6439 & [0.5889, 0.6942] \\
m & 0.6910 & [0.6329, 0.7427] & 0.8334 & [0.7916, 0.8678] & 0.7555 & [0.7092, 0.7930] \\
mcu & 0.6902 & [0.6045, 0.7838] & 0.5350 & [0.4555, 0.6130] & 0.6027 & [0.5346, 0.6705] \\
ml & 0.5352 & [0.4441, 0.6232] & 0.4478 & [0.3658, 0.5309] & 0.4876 & [0.4080, 0.5592] \\
na & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5275 & [0.3482, 0.6932] & 0.2115 & [0.1199, 0.3166] & 0.3019 & [0.1805, 0.4210] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_l\_16 — Animated — accuracy 0.5607 95\% CI [0.5108, 0.6138] (9526 frames, 41 movies)}
\label{tab:vit-l-16-animated}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.2980 & [0.0925, 0.5633] & 0.3599 & [0.1433, 0.5653] & 0.3260 & [0.1139, 0.5056] \\
l & 0.6265 & [0.5478, 0.7063] & 0.7588 & [0.6732, 0.8323] & 0.6864 & [0.6161, 0.7454] \\
m & 0.5306 & [0.4156, 0.6371] & 0.6943 & [0.6018, 0.7741] & 0.6015 & [0.4966, 0.6921] \\
mcu & 0.6519 & [0.5189, 0.7785] & 0.3739 & [0.2432, 0.5059] & 0.4752 & [0.3401, 0.5947] \\
ml & 0.4330 & [0.2996, 0.5711] & 0.3057 & [0.2116, 0.4030] & 0.3584 & [0.2573, 0.4449] \\
na & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.5744 & [0.3262, 0.7763] & 0.2851 & [0.1273, 0.4828] & 0.3811 & [0.1893, 0.5678] \\
\bottomrule
\end{tabular}
\end{table}

\begin{table}[htbp]
\centering
\caption{vit\_l\_16 — Live-action — accuracy 0.6687 95\% CI [0.6256, 0.7129] (18426 frames, 97 movies)}
\label{tab:vit-l-16-live-action}
\begin{tabular}{lcccccc}
\toprule
class & P & 95\% CI & R & 95\% CI & F1 & 95\% CI \\
\midrule
cu & 0.5933 & [0.3314, 0.8321] & 0.3814 & [0.1919, 0.5829] & 0.4643 & [0.2624, 0.6437] \\
l & 0.5661 & [0.4642, 0.6617] & 0.6287 & [0.5156, 0.7295] & 0.5957 & [0.5031, 0.6735] \\
m & 0.7420 & [0.6759, 0.8053] & 0.8731 & [0.8277, 0.9106] & 0.8022 & [0.7547, 0.8445] \\
mcu & 0.6997 & [0.5962, 0.8015] & 0.5938 & [0.5007, 0.6887] & 0.6424 & [0.5648, 0.7099] \\
ml & 0.5771 & [0.4611, 0.6895] & 0.5226 & [0.4144, 0.6314] & 0.5485 & [0.4473, 0.6420] \\
na & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] & 1.0000 & [1.0000, 1.0000] \\
xcu & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] & 0.0000 & [0.0000, 0.0000] \\
xls & 0.4542 & [0.2128, 0.7023] & 0.1401 & [0.0471, 0.2543] & 0.2142 & [0.0807, 0.3488] \\
\bottomrule
\end{tabular}
\end{table}