Image Captioning on Flickr30k (BLEU-4)
16.9BLEU-4HONES (tuned)
Evaluation results
| Method | Links | |
|---|---|---|
| HONES (tuned)Model=Qwen2.5-VL2026.04 | 16.9 | |
| HONES (zero-shot)Model=Qwen2.5-VL2026.04 | 16.5 | |
| BaseModel=Qwen2.5-VL2026.04 | 16.3 | |
| RandNeuronModel=Qwen2.5-VL2026.04 | 16.3 | |
| HONES (tuned)Model=LLaVA-1.52026.04 | 10.6 | |
| HONES (zero-shot)Model=LLaVA-1.52026.04 | 9.9 | |
| BaseModel=LLaVA-1.52026.04 | 9.7 | |
| RandNeuronModel=LLaVA-1.52026.04 | 9.7 |