Explanation Generation on Mocheg
23.4ROUGE-LMEVER
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MEVEREvidence Setting=retrieved, Input Modality=Multi-modal2026.02 | 23.4 | 20 | 16.3 | |
| MEVER w/o imagesEvidence Setting=retrieved, Input Modality=Text-only2026.02 | 22.9 | 19 | 15.1 | |
| ECENetEvidence Setting=retrieved, Input Modality=Multi-modal2026.02 | 20.5 | 15.4 | 12.2 | |
| DePlot+FlanT5Evidence Setting=retrieved, Input Modality=Multi-modal2026.02 | 19.7 | 19 | 16.2 | |
| JustiLMEvidence Setting=retrieved, Input Modality=Text-only2026.02 | 19.3 | 17.7 | 12.1 | |
| MochegModelEvidence Setting=retrieved, Input Modality=Multi-modal2026.02 | 18.7 | 18.7 | 14.8 | |
| GPT-4oEvidence Setting=retrieved, Input Modality=Multi-modal, Few-shot Setting=5-shot2026.02 | 18.2 | 18.8 | 10.9 |