Domain Adaptation on VisDA (test)
93.3S→R AccuracyRCL-VIT
Evaluation results
| Method | Links | |
|---|---|---|
| RCL-VITSource-Free=true, CLIP=false, ViT backbone=true2024.05 | 93.3 | |
| RCLSource-Free=true, CLIP=false, ViT backbone=false2024.05 | 93.2 | |
| LLaVA-34B (w/ STS)Source-Free=true, CLIP=true, ViT backbone=true, Zero-shot=true2024.05 | 92.1 | |
| ShrGPT4V-13B (w/ STS)Source-Free=true, CLIP=true, ViT backbone=true, Zero-shot=true2024.05 | 90.4 | |
| DIFO-C-B32Source-Free=true, CLIP=true, ViT backbone=true2024.05 | 90.3 | |
| DIFO-C-RNSource-Free=true, CLIP=true, ViT backbone=false2024.05 | 88.8 | |
| ADCLIP-RNSource-Free=false, CLIP=true, ViT backbone=false2024.05 | 88.5 | |
| PLUESource-Free=true, CLIP=false, ViT backbone=false2024.05 | 88.3 | |
| TPDSSource-Free=true, CLIP=false, ViT backbone=false2024.05 | 87.6 | |
| DAPL-RNSource-Free=false, CLIP=true, ViT backbone=false2024.05 | 86.9 | |
| InstBLIP-XXL (w/ STS)Source-Free=true, CLIP=true, ViT backbone=true, Zero-shot=true2024.05 | 86.7 | |
| SourceSource-Free=false, CLIP=false, ViT backbone=false2024.05 | 45.3 |