30-way Classification on RSICD (test)
3.76Mean RankItemizedCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ItemizedCLIPInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 3.76 | 46.2 | 78.7 | |
| FLAIRInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 4.1 | 41.8 | 76.1 | |
| Multi-positive SigLIPInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 4.76 | 46.3 | 75.4 | |
| Vanilla SigLIPInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 4.79 | 38.2 | 75.7 | |
| DreamLIPInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 4.99 | 32.2 | 67.6 | |
| Vanilla CLIPInference Type=Zero-shot, Initialization=Randomly initialized, Training Data=RSICD data only2025.12 | 5.08 | 34.2 | 74 |