Selective Captioning on MIMIC-CXR 5x200 (test)
0.275AURC (Cider-N)MA-PAPSP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MA-PAPSPSP-VLM=SigLIP_SO-400M, RS (Retrieval Set)=Out-of-domain, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.275 | 0.276 | |
| PAPSPSP-VLM=SigLIP_SO-400M, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.272 | 0.368 | |
| PAPSPSP-VLM=BioMedCLIP, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.175 | 0.229 | |
| MA-PAPSPSP-VLM=SigLIP_SO-400M, RS (Retrieval Set)=CheXpert, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.157 | 0.326 | |
| MA-PAPSPSP-VLM=SigLIP_SO-400M, RS (Retrieval Set)=MIMIC-CXR, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.143 | 0.292 | |
| MA-PAPSPSP-VLM=BioMedCLIP, RS (Retrieval Set)=CheXpert, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.142 | 0.216 | |
| MA-PAPSPSP-VLM=BioMedCLIP, RS (Retrieval Set)=Mixed, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.138 | 0.268 | |
| MA-PAPSPSP-VLM=SigLIP_SO-400M, RS (Retrieval Set)=Mixed, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.132 | 0.272 | |
| MA-PAPSPSP-VLM=BioMedCLIP, RS (Retrieval Set)=MIMIC-CXR, P-VLM=Qwen-2.5-VL (7B)2026.01 | 0.124 | 0.202 |