Evidence Verification on CheXpert-Plus External transfer
93.46AUROCCase-Grounded Evidence Verification
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Case-Grounded Evidence VerificationSystem / Condition=S3: Case + Evidence + Claim2026.04 | 93.46 | 78.09 | 75.15 | 87.45 | 0.129 | |
| Case-Grounded Evidence VerificationSystem / Condition=Held-Out Articles2026.04 | 88.37 | 61.23 | 72.13 | 86.47 | 0.193 | |
| Case-Grounded Evidence VerificationSystem / Condition=S2: Evidence + Claim2026.04 | 79.81 | 42.46 | 66.45 | 83.16 | 0.297 | |
| Case-Grounded Evidence VerificationSystem / Condition=Swapped Evidence2026.04 | 53.18 | 28.52 | 31.69 | 53.62 | 0.352 | |
| Case-Grounded Evidence VerificationSystem / Condition=S1: Case + Claim2026.04 | 52.85 | 29.16 | 28.92 | 53.59 | 0.266 |