Diagnostic Personalization on LAR
0.593RecallGPT-5
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-5Inference Protocol=w/ CAG2026.02 | 0.593 | |
| GPT-5Inference Protocol=Direct2026.02 | 0.508 | |
| Qwen3-VL-8B + CoViP (Ours)Inference Protocol=w/ CAG2026.02 | 0.492 | |
| Gemini-3.0-ProInference Protocol=w/ CAG2026.02 | 0.44 | |
| Gemini-2.0-FlashInference Protocol=w/ CAG2026.02 | 0.423 | |
| Qwen3-VL-8B + CoViP (Ours)Inference Protocol=Direct2026.02 | 0.348 | |
| Qwen3-VL-8BInference Protocol=w/ CAG2026.02 | 0.196 | |
| Qwen3-VL-8B + RePICInference Protocol=w/ CAG2026.02 | 0.178 | |
| Qwen3-VL-8BInference Protocol=Direct2026.02 | 0.174 | |
| Qwen3-VL-30B-A3BInference Protocol=w/ CAG2026.02 | 0.168 | |
| Qwen3-VL-8B + RePICInference Protocol=Direct2026.02 | 0.162 | |
| Gemini-2.0-FlashInference Protocol=Direct2026.02 | 0.116 | |
| Gemini-3.0-ProInference Protocol=Direct2026.02 | 0.094 | |
| Qwen3-VL-30B-A3BInference Protocol=Direct2026.02 | 0.076 | |
| GPT-4oInference Protocol=w/ CAG2026.02 | 0.074 | |
| GPT-4oInference Protocol=Direct2026.02 | 0.048 | |
| Qwen3-VL-8B + RAPInference Protocol=Direct2026.02 | 0.014 | |
| Qwen3-VL-8B + RAPInference Protocol=w/ CAG2026.02 | 0.008 |