Multi-label prediction on NUS-WIDE ZSL (P/R/F1)
91.7PrecisionQwen2.5VL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5VLProtocol=Prompt-only open-vocabulary multi-label prediction2024.12 | 91.7 | 51.5 | 66 | |
| C2SRTProtocol=Prompt-only open-vocabulary multi-label prediction2024.12 | 79.2 | 61.1 | 69 | |
| LLaVA1.6Protocol=Prompt-only open-vocabulary multi-label prediction2024.12 | 35.6 | 17.3 | 23.3 | |
| LLaVA1.5Protocol=Prompt-only open-vocabulary multi-label prediction2024.12 | 32.6 | 20.3 | 25.1 | |
| LLaMA3.2VProtocol=Prompt-only open-vocabulary multi-label prediction2024.12 | 28.8 | 55.5 | 37.9 |