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Benchmarks
5-way Few-shot Action Recognition on SS small v2 (test)
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57.5
1-shot Accuracy
DIST
28.38
35.94
43.5
51.06
Feb 20, 2026
1-shot Accuracy
5-shot Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
1-shot Accuracy
5-shot Accuracy
DIST
Pre-training=CLIP-ViT-B
2026.02
57.5
63.4
MVP-shot
Pre-training=CLIP-ViT-B
2026.02
55.4
62
CLIP-FSAR
Pre-training=CLIP-ViT-B
2026.02
54.5
61.8
CLIP-FSAR
Pre-training=CLIP-RN50
2026.02
52
55.8
TEAM
Pre-training=INet-ViT-B
2026.02
47.2
63.1
CapFSAR
Pre-training=BLIP-ViT-B
2026.02
45.9
59.9
MoLo
Pre-training=INet-RN50
2026.02
42.7
56.4
HyRSM
Pre-training=INet-RN50
2026.02
40.6
56.1
HCL
Pre-training=INet-RN50
2026.02
38.9
55.4
STRM
Pre-training=INet-RN50
2026.02
37.1
55.3
OTAM
Pre-training=INet-RN50
2026.02
36.4
48
TRX
Pre-training=INet-RN50
2026.02
36
56.7
CLIP-Freeze
Pre-training=CLIP-ViT-B
2026.02
29.5
42.5
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