Action Recognition on UCF101 base-to-new benchmark leaderboard · SOTA2 Research

Action Recognition on UCF101 base-to-new

89.71Base PerformancePromptKD

Evaluation Results

Method	Links
PromptKD2024.03		89.71	82.27	86.1
TCP2025.12		87.13	80.77	83.83
PromptSRC2024.03		87.1	78.8	82.74
PromptSRC2025.12		87.1	78.8	82.74
CoPrompt2025.12		86.9	79.57	83.07
RMAdapter2025.12		86.87	80.63	83.63
ProGrad2025.12		86.23	80.03	82.2
MetaPrompt2022.12		85.33	77.72	81.35
MetaPrompt2022.12		85.33	77.72	81.35
MetaPrompt2022.12		85.33	77.72	81.35
CoOp2022.12		84.69	56.05	67.46
CoOp2022.12		84.69	56.05	67.46
CoOp2022.12		84.69	56.05	67.46
CoOp2024.03		84.69	56.05	67.46
CoOp2025.12		84.69	56.05	67.46
MaPLe2022.12		83	78.66	80.77
MaPLe2022.12		83	78.66	80.77
MaPLe2022.12		83	78.66	80.77
MaPLe2024.03		83	78.66	80.77
MaPLe2025.12		83	78.66	80.77
KgCoOp2025.12		82.89	76.67	79.65
CoCoOp2022.12		82.33	73.45	77.64
CoCoOp2022.12		82.33	73.45	77.64
CoCoOp2022.12		82.33	73.45	77.64
CoCoOp2024.03		82.33	73.45	77.64
Co-CoOp2025.12		82.33	73.45	77.64
CLIP2022.12		70.53	77.5	73.85
CLIP2022.12		70.53	77.5	73.85
CLIP2022.12		70.53	77.5	73.85
CLIP2024.03		70.53	77.5	73.85
CLIP2025.12		70.53	77.5	73.85
CoOp2023.03		0.8514	0.6447	0.7337
ProGrad2023.03		0.8433	0.7494	0.7935
KgCoOp2023.03		0.8289	0.7667	0.7965
CoCoOp2023.03		0.8233	0.7345	0.7764
CLIP2023.03		0.7053	0.775	0.7385