| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| REAL-Colon-VQA (Out-of-template) | SurgLQA | BLEU-444.89 | 30 | 1mo ago | |
| REAL-Colon-VQA In-template | SurgLQA | BLEU-487.69 | 30 | 1mo ago | |
| EndoVis18-VQA Out-of-template | RL framework over Digital Twin Representations | BLEU-428.15 | 20 | 1mo ago | |
| EndoVis-VQA In-template 18 | RL framework over Digital Twin Representations | BLEU-487.2 | 20 | 1mo ago | |
| REAL-Colon-Reason (Overall) | RL framework over Digital Twin Representations | EM58.4 | 11 | 1mo ago | |
| REAL-Colon-Reason Level 3 | RL framework over Digital Twin Representations | Exact Match (EM)51.5 | 11 | 1mo ago | |
| REAL-Colon-Reason (Level 2) | RL framework over Digital Twin Representations | Exact Match (EM)58.4 | 11 | 1mo ago | |
| REAL-Colon-Reason (Level 1) | RL framework over Digital Twin Representations | EM65.3 | 11 | 1mo ago | |
| CholeVidQA-32K | SurgTEMP | CR Score71.62 | 8 | 3mo ago |
