Text Quality Evaluation on MSCOCO (val)
11.11Perplexity (PPL1)Beam Search
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Beam SearchBackbone=LLaVA-1.5 7B, Decoding Strategy=Beam Search2023.11 | 11.11 | 8.89 | 9.54 | 8.95 | 8.55 | |
| OPERABackbone=LLaVA-1.5 7B, Decoding Strategy=Over-Trust Penalty and Retrospection2023.11 | 11.67 | 9.31 | 9.54 | 8.93 | 8.53 | |
| GreedyBackbone=LLaVA-1.5 7B, Decoding Strategy=Greedy2023.11 | 12.72 | 10.27 | 9.58 | 9.01 | 8.52 | |
| DoLaBackbone=LLaVA-1.5 7B, Decoding Strategy=Contrastive Decoding2023.11 | 12.89 | 10.4 | 9.31 | 8.89 | 8.46 | |
| NucleusBackbone=LLaVA-1.5 7B, Decoding Strategy=Nucleus2023.11 | 17.17 | 13.78 | 8.51 | 8.53 | 7.95 |