Update README.md
Browse files
README.md
CHANGED
|
@@ -22,19 +22,12 @@ MMSearch-R1-7B is a search-augmented LMM trained with end-to-end reinforcement l
|
|
| 22 |
| Qwen2.5-VL-7B | 34.4 | 46.2 | 24.0 | 66.6 | 49.8 | 93.3 | 94.4 | 630.4/1685.2 | 68.5 | 85.2 | 94.6 | 82.9 | 62.6 | 81.7 |
|
| 23 |
| General Search | 43.6 | 52.0 | 27.3 | 74.7 | 56.1 | 94.6 | 94.0 | 718.9/1775.3 | 65.5 | 77.8 | 89.4 | 84.0 | 60.4 | 44.4 |
|
| 24 |
|
| 25 |
-
---
|
| 26 |
-
|
| 27 |
| Models | Infoseek | MMSearch | FVQA | SimpleVQA |
|
| 28 |
|--------|----------|----------|------|-----------|
|
| 29 |
| Qwen2.5-VL-7B | 20.1 | 12.8 | 20.3 | 38.4 |
|
| 30 |
| MMSearch | 55.1 | 53.8 | 58.4 | 57.4 |
|
| 31 |
| General Search | 52.0 | 54.9 | 52.8 | 57.0 |
|
| 32 |
|
| 33 |
-
### Training Details
|
| 34 |
-
- Dataset: [FVQA-train](https://huggingface.co/datasets/lmms-lab/FVQA)
|
| 35 |
-
- RL Framework: [veRL](https://github.com/volcengine/verl)
|
| 36 |
-
- GPUs: 32 * H100
|
| 37 |
-
|
| 38 |
### Citation
|
| 39 |
```
|
| 40 |
@article{wu2025mmsearch,
|
|
|
|
| 22 |
| Qwen2.5-VL-7B | 34.4 | 46.2 | 24.0 | 66.6 | 49.8 | 93.3 | 94.4 | 630.4/1685.2 | 68.5 | 85.2 | 94.6 | 82.9 | 62.6 | 81.7 |
|
| 23 |
| General Search | 43.6 | 52.0 | 27.3 | 74.7 | 56.1 | 94.6 | 94.0 | 718.9/1775.3 | 65.5 | 77.8 | 89.4 | 84.0 | 60.4 | 44.4 |
|
| 24 |
|
|
|
|
|
|
|
| 25 |
| Models | Infoseek | MMSearch | FVQA | SimpleVQA |
|
| 26 |
|--------|----------|----------|------|-----------|
|
| 27 |
| Qwen2.5-VL-7B | 20.1 | 12.8 | 20.3 | 38.4 |
|
| 28 |
| MMSearch | 55.1 | 53.8 | 58.4 | 57.4 |
|
| 29 |
| General Search | 52.0 | 54.9 | 52.8 | 57.0 |
|
| 30 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
### Citation
|
| 32 |
```
|
| 33 |
@article{wu2025mmsearch,
|