Audio Description Generation on CMD-AD
33.7CIDErREAD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| READTraining-based=true2026.06 | 33.7 | 34.9 | 38 | 3.24 | 2.55 | |
| Shot-by-ShotTraining-based=false2026.06 | 26.1 | 32.5 | 36.5 | 3.17 | 2.66 | |
| AutoAD-IIITraining-based=true2026.06 | 25 | 31.5 | 31.2 | 2.89 | 2.01 | |
| DistinctADTraining-based=true2026.06 | 22.7 | — | 33 | 2.88 | 2.03 | |
| AutoAD-ZeroTraining-based=false2026.06 | 22.4 | 30.7 | 32.9 | 3.08 | 2.49 | |
| Uni-ADTraining-based=true2026.06 | 21.8 | — | — | 2.92 | — | |
| AutoAD-IITraining-based=true2026.06 | 13.5 | — | 26.1 | 2.08 | — | |
| Video-BLIPTraining-based=false2026.06 | 5.2 | — | 23.6 | 1.91 | — | |
| Video-LLaMATraining-based=false2026.06 | 4.8 | — | 22 | 1.89 | — |