Image Captioning on Flickr30K zero-shot
82CIDErEVLGen
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EVLGenLLM=OPT, Evaluation Mode=zero-shot2023.10 | 82 | 30 | 24.5 | 52.4 | |
| EVLGenLLM=Vicuna, Evaluation Mode=zero-shot2023.10 | 81.8 | 30.3 | 24.5 | 52.2 | |
| BLIP-2LLM=Vicuna, Evaluation Mode=zero-shot2023.10 | 80 | 30.1 | 24.8 | 52.1 | |
| BLIP-2LLM=OPT, Evaluation Mode=zero-shot2023.10 | 77.1 | 28.7 | 23.9 | 51.6 | |
| SeTaPruned %=40.0%, Zero-shot=true2025.03 | 24.8 | 9.2 | — | — | |
| InfoBatchPruned %=21.9%, Zero-shot=true2025.03 | 23.9 | 8.3 | — | — | |
| CapDecPruned %=0%, Zero-shot=true2025.03 | 23.1 | 7.7 | — | — | |
| InfoBatchPruned %=31.3%, Zero-shot=true2025.03 | 23.1 | 7.9 | — | — | |
| SeTaPruned %=51.6%, Zero-shot=true2025.03 | 23.1 | 8 | — | — | |
| SeTaPruned %=62.1%, Zero-shot=true2025.03 | 21.9 | 7.5 | — | — | |
| InfoBatchPruned %=41.9%, Zero-shot=true2025.03 | 21.3 | 7.6 | — | — |