Chest X-ray report generation on ReXGradient (test)
66.46ROUGE-LECHOBase
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ECHOBaseTPF=×1.89, TPS=48.862026.04 | 66.46 | 5.64 | 63.02 | 66.68 | |
| ECHOblk4TPF=×4.00, TPS=129.192026.04 | 66.39 | 5.54 | 62.18 | 66.28 | |
| ECHOblk8TPF=×8.00, TPS=274.212026.04 | 65.13 | 5.48 | 59.92 | 64 | |
| T3DTPF=×2.00, TPS=60.252026.04 | 64.36 | 5.23 | 58.63 | 61.65 | |
| CD4LMTPF=×3.61, TPS=98.492026.04 | 58.73 | 4.44 | 58.36 | 55.62 | |
| d3LLMTPF=×3.84, TPS=101.642026.04 | 54.18 | 4.17 | 57.99 | 53.5 | |
| dParallelTPF=×4.42, TPS=110.122026.04 | 48.73 | 4.02 | 45.5 | 54.53 | |
| Gemini3-ProTPF=×1.0, TPS=-2026.04 | 32.1 | 1.81 | 33.52 | 39.02 | |
| Qwen3-MaxTPF=×1.0, TPS=-2026.04 | 30.5 | 1.72 | 39.12 | 38.13 | |
| Lingshu-7BTPF=×1.0, TPS=53.702026.04 | 23.63 | 1.25 | 20.26 | 34.82 | |
| MedGemma-27BTPF=×1.0, TPS=16.782026.04 | 23.41 | 0.91 | 26 | 37.74 | |
| Hulu-Med-32BTPF=×1.0, TPS=15.672026.04 | 22.31 | 1.11 | 23.01 | 26.67 | |
| Lingshu-32BTPF=×1.0, TPS=23.602026.04 | 22.1 | 1.2 | 20.33 | 31.49 | |
| Hulu-Med-7BTPF=×1.0, TPS=38.782026.04 | 21.66 | 1.14 | 22.77 | 23.56 | |
| LLaDA-MedVTPF=×1.30, TPS=12.862026.04 | 9.72 | 0.23 | 18.19 | 22.09 | |
| LLaVA-MedTPF=×1.0, TPS=36.332026.04 | 7.36 | 0.72 | 10.01 | 17.04 |