Model Efficiency on MIMIC-CXR (Radiology Report Generation)
1.21ParamsSTREAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STREAMLLM=true2024.03 | 1.21 | 2.09 | 2.5 | |
| FedMRGLLM=true2024.03 | 6.8 | 10 | — | |
| MARELLM=true2024.03 | 6.9 | 10 | — | |
| Diff-RRGLLM=true2024.03 | 7.4 | 22.4 | 4 | |
| Sha et al.LLM=true2024.03 | 8.4 | 10 | — | |
| Wu et al.LLM=true2024.03 | 14.2 | 25 | — | |
| GMoDLLM=false2024.03 | 26.1 | 9.6 | 0.2 | |
| LHR-RLFLLM=false2024.03 | 82.1 | 1.47 | 2 | |
| COMGLLM=false2024.03 | 83.2 | 59.9 | 0.7 | |
| RIHALLM=false2024.03 | 190 | 180 | — | |
| PromptMRGLLM=false2024.03 | 220 | 122 | 0.8 | |
| MLLM-RRGLLM=true2024.03 | 542 | 276 | 1.3 | |
| DCLLLM=false2024.03 | 644 | 523 | 1.2 |