Text-to-Image Retrieval on Medical Image-Report Retrieval
49.5RecallCheXagent (SigLIP)
Evaluation results
| Method | Links | |
|---|---|---|
| CheXagent (SigLIP)Top K=16, N (Pool Size)=322026.04 | 49.5 | |
| CheXmix (S1 + S2)Top K=16, N (Pool Size)=322026.04 | 48.9 | |
| CheXmix (S1)Top K=16, N (Pool Size)=322026.04 | 48.8 | |
| CheXagent (SigLIP)Top K=16, N (Pool Size)=642026.04 | 25.1 | |
| CheXagent (SigLIP)Top K=8, N (Pool Size)=322026.04 | 24.4 | |
| CheXmix (S1 + S2)Top K=8, N (Pool Size)=322026.04 | 23 | |
| CheXmix (S1)Top K=16, N (Pool Size)=642026.04 | 22.4 | |
| CheXmix (S1 + S2)Top K=16, N (Pool Size)=642026.04 | 22.4 | |
| CheXmix (S1)Top K=8, N (Pool Size)=322026.04 | 22.3 | |
| CheXagent (SigLIP)Top K=8, N (Pool Size)=642026.04 | 12.6 | |
| CheXagent (SigLIP)Top K=16, N (Pool Size)=1282026.04 | 11.7 | |
| CheXmix (S1 + S2)Top K=16, N (Pool Size)=1282026.04 | 11 | |
| CheXmix (S1 + S2)Top K=8, N (Pool Size)=642026.04 | 10.6 | |
| CheXmix (S1)Top K=8, N (Pool Size)=642026.04 | 9.42 | |
| CheXmix (S1)Top K=16, N (Pool Size)=1282026.04 | 9.33 | |
| CheXagent (SigLIP)Top K=8, N (Pool Size)=1282026.04 | 5.91 | |
| CheXmix (S1 + S2)Top K=8, N (Pool Size)=1282026.04 | 5.37 | |
| CheXmix (S1)Top K=8, N (Pool Size)=1282026.04 | 4.59 |