Action Recognition on UCF101 (Few-Shot 1/2/4/8/16-shot) benchmark leaderboard · SOTA2 Research

Action Recognition on UCF101 (Few-Shot 1/2/4/8/16-shot)

78.09Acc (1-shot)ManiPT

Evaluation Results

Method	Links
ManiPT2026.02		78.09	79.7	83.12	85.93	88.35
PromptSRC2026.02		74.8	78.5	81.57	84.3	86.47
MaPLe2026.02		71.83	74.6	78.47	81.37	85.03
CoOp2026.02		71.23	73.43	77.1	80.2	82.23
CoCoOp2026.02		70.3	73.51	74.82	77.14	78.14
Linear probe CLIP2026.02		53.66	65.78	73.28	79.34	82.11