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Benchmarks
Few-shot Action Recognition on UCF101 (5-way 3-shot)
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0.99
Accuracy
DIST
0.8652
0.8976
0.93
0.9624
Feb 20, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DIST
Pre-training=CLIP-ViT-B
2026.02
0.99
CLIP-FSAR
Pre-training=CLIP-ViT-B
2026.02
0.984
CLIP-FSAR
Pre-training=CLIP-RN50
2026.02
0.951
CLIP-Freeze
Pre-training=CLIP-ViT-B
2026.02
0.943
MoLo
Pre-training=INet-RN50
2026.02
0.935
HyRSM
Pre-training=INet-RN50
2026.02
0.93
STRM
Pre-training=INet-RN50
2026.02
0.927
TRX
Pre-training=INet-RN50
2026.02
0.924
HCL
Pre-training=INet-RN50
2026.02
0.91
OTAM
Pre-training=INet-RN50
2026.02
0.87
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