Detailed Image Captioning on MS COCO 2014 (val)
10.1CHAIRiLLaVA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLaVABackbone=LLaVA-7B, Decoding Strategy=Standard2024.03 | 10.1 | 35.6 | 71.1 | |
| LLaVA ContrastiveBackbone=LLaVA-7B, Decoding Strategy=Contrastive2024.03 | 10.1 | 33.7 | 69.9 | |
| LLaVA PMIBackbone=LLaVA-7B, Decoding Strategy=PMI2024.03 | 9.8 | 34 | 70.1 | |
| LLaVA M3IDBackbone=LLaVA-7B, Decoding Strategy=M3ID2024.03 | 8.8 | 28.8 | 67.4 | |
| LLaVA PMIBackbone=LLaVA-13B, Decoding Strategy=PMI2024.03 | 8.6 | 28.5 | 67.1 | |
| LLaVA M3ID + DPOBackbone=LLaVA-7B, Decoding Strategy=M3ID + DPO2024.03 | 8.5 | 28.1 | 68.9 | |
| LLaVABackbone=LLaVA-13B, Decoding Strategy=Standard2024.03 | 8.5 | 31.8 | 67 | |
| LLaVA ContrastiveBackbone=LLaVA-13B, Decoding Strategy=Contrastive2024.03 | 8.1 | 28.7 | 68.2 | |
| LLaVA M3IDBackbone=LLaVA-13B, Decoding Strategy=M3ID2024.03 | 7.8 | 27.5 | 68.2 | |
| LLaVA M3ID + DPOBackbone=LLaVA-13B, Decoding Strategy=M3ID + DPO2024.03 | 7.5 | 26.9 | 67.7 |