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Benchmarks
Surgical Video Recognition on Kvasir-C
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73.17
Top-1 Accuracy
SurgRec-MAE
5.9548
23.4049
40.855
58.3051
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
73.17
SurgRec-MAE
2026.03
73.17
SurgRec-JEPA
Balanced Sampling=true
2026.03
60.98
JEPA
Pre-training Domain=Ge...
2026.03
48.78
DINOv3
Pre-training Domain=Su...
2026.03
47.56
DINOv3
Pre-training Domain=Ge...
2026.03
46.34
SurgRec-MAE
Balanced Sampling=false
2026.03
46.34
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
21.95
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
20.73
VideoMAE
Pre-training Domain=Ge...
2026.03
19.51
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
19.51
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
14.63
Qwen3-VL-8B
Prompt strategy=P2
2026.03
10.98
Qwen3-VL-8B
Prompt strategy=P1
2026.03
8.54
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