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Few-shot Action Recognition on HMDB51 5-way 3-shot
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87.1
Accuracy
DIST
64.844
70.622
76.4
82.178
Feb 20, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DIST
Pre-training=CLIP-ViT-B
2026.02
87.1
CLIP-FSAR
Pre-training=CLIP-ViT-B
2026.02
84.1
CLIP-FSAR
Pre-training=CLIP-RN50
2026.02
77.6
CLIP-Freeze
Pre-training=CLIP-ViT-B
2026.02
72.7
MoLo
Pre-training=INet-RN50
2026.02
72
HyRSM
Pre-training=INet-RN50
2026.02
71.7
HCL
Pre-training=INet-RN50
2026.02
71.2
STRM
Pre-training=INet-RN50
2026.02
67.4
TRX
Pre-training=INet-RN50
2026.02
66.8
OTAM
Pre-training=INet-RN50
2026.02
65.7
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