Grounded Captioning on BreastStage (BUS)
79.32WtdBreastGPT (cluster)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BreastGPT (cluster)Number of Parameters=8B2026.06 | 79.32 | 79.59 | |
| BreastGPT (learn)Number of Parameters=8B2026.06 | 79.16 | — | |
| BreastGPT (cluster)Number of Parameters=8B2026.06 | 77.64 | 23.14 | |
| Qwen3-VL (SFT)Number of Parameters=8B2026.06 | 76.68 | 8.62 | |
| Qwen3-VL (SFT)Number of Parameters=8B2026.06 | 76.61 | 72.79 | |
| BreastGPT (learn)Number of Parameters=8B2026.06 | 76.54 | — | |
| Gemini-3.1-Flash2026.06 | 51.48 | 56.2 | |
| Gemini-3.1-Flash2026.06 | 49.29 | 7.52 | |
| LingshuNumber of Parameters=7B2026.06 | 49.14 | 0.55 | |
| HuatuoGPT-VNumber of Parameters=7B2026.06 | 48.84 | 0.47 | |
| LingshuNumber of Parameters=7B2026.06 | 48.43 | 5 | |
| Qwen2.5-VLNumber of Parameters=3B2026.06 | 48.36 | 1.38 | |
| Qwen2.5-VLNumber of Parameters=7B2026.06 | 48.11 | 1.47 | |
| GPT-5.42026.06 | 47.66 | 6.68 | |
| HuatuoGPT-VNumber of Parameters=7B2026.06 | 47.46 | 0.21 | |
| Qwen3-VLNumber of Parameters=8B2026.06 | 47.09 | 4.06 | |
| Claude-opus-4-62026.06 | 47.04 | 12.06 | |
| Claude-opus-4-62026.06 | 46.99 | 11.41 | |
| Qwen3-VLNumber of Parameters=8B2026.06 | 46.97 | 29.35 | |
| InternVL3.5Number of Parameters=8B2026.06 | 46.97 | 0.35 | |
| Qwen2.5-VLNumber of Parameters=3B2026.06 | 46.84 | 2.67 | |
| Qwen2.5-VLNumber of Parameters=7B2026.06 | 46.79 | 6.38 | |
| Qwen3-VLNumber of Parameters=4B2026.06 | 46.68 | 33.64 | |
| Claude-sonnet-4-62026.06 | 46.6 | 7.4 | |
| Qwen3-VLNumber of Parameters=4B2026.06 | 46.19 | 4.29 | |
| InternVL3.5Number of Parameters=8B2026.06 | 45.72 | 0.17 | |
| Gemini-3.1-Pro2026.06 | 45.6 | — | |
| GPT-5.42026.06 | 45.1 | 9.08 | |
| Claude-sonnet-4-62026.06 | 44.79 | — | |
| MiMo-VLNumber of Parameters=7B2026.06 | 43.8 | 2.22 | |
| MiMo-VLNumber of Parameters=7B2026.06 | 43.22 | 12.35 | |
| Gemini-3.1-Pro2026.06 | 42.36 | — |