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Benchmarks
Surgical Video Question Answering on REAL-Colon-Reason Level 3
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51.5
Exact Match (EM)
RL framework over Digital Twin Representations
4.596
16.773
28.95
41.127
Jun 15, 2026
Exact Match (EM)
SMILE Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
SMILE Score
RL framework over Digital Twin Representations
2026.06
51.5
58.9
Qwen3-VL-8B
2026.06
35.6
42.3
InternVL3-1B
2026.06
22.1
29.5
Surgical-LVLM
2026.06
20.8
27.2
Qwen3-VL-4B
2026.06
19.4
25.8
PitVQA
2026.06
15.3
22.1
Qwen2.5-VL-3B
2026.06
14.8
20.5
SurgViVQA
2026.06
14.2
20.5
MedGemma-4B
2026.06
10.5
16.8
SurgicalGPT
2026.06
8.2
12.5
VideoLLaMA3-2B
2026.06
6.4
11.2
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