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Benchmarks
Surgical Video Recognition on HyperK
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55.28
Top-1 Accuracy
SurgRec-MAE
7.0136
19.5443
32.075
44.6057
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
55.28
SurgRec-MAE
2026.03
55.28
DINOv3
Pre-training Domain=Ge...
2026.03
43.03
SurgRec-JEPA
Balanced Sampling=true
2026.03
42.27
DINOv3
Pre-training Domain=Su...
2026.03
41.81
JEPA
Pre-training Domain=Ge...
2026.03
41.65
SurgRec-MAE
Balanced Sampling=false
2026.03
36.91
VideoMAE
Pre-training Domain=Ge...
2026.03
25.11
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
24.46
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
23.39
Qwen3-VL-8B
Prompt strategy=P2
2026.03
18.04
Qwen3-VL-8B
Prompt strategy=P1
2026.03
16.06
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
10.86
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
8.87
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