Artwork Explanation on SemArt
9.1BLEU-4Bai
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Bai2026.04 | 9.1 | — | — | — | 11.4 | — | 23.1 | — | |
| KALEMetadata usage=w/ metadata2026.04 | 8.6 | 27.7 | 15.7 | 10.8 | 9.5 | 7.3 | 21.9 | — | |
| KALEMetadata usage=w/o metadata2026.04 | 6.7 | 25.9 | 13.8 | 8.8 | 7.5 | 6 | 19.9 | — | |
| A-MARBackbone=Mistral-large-32026.04 | 5.3 | 33.7 | 17.2 | 11.3 | 12.3 | 9.3 | 26.3 | 86.3 | |
| ArtRAGBackbone=Mistral-large-32026.04 | 5.2 | 30.3 | 15.4 | 10.2 | 10.2 | 9.2 | 24.2 | 84.7 | |
| A-MARBackbone=Claude-4.5-Haiku2026.04 | 5.2 | 34.2 | 16.1 | 12.6 | 12.6 | 9.6 | 26.5 | 86.2 | |
| ArtRAGBackbone=Claude-4.5-Haiku2026.04 | 4.6 | 30.1 | 15.2 | 10.2 | 10.1 | 9.1 | 24.2 | 84.2 |