Visual Question Answering on CHOICE
3.9Causal Decay Rate (Δc)VHM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VHMDegradation Level=L12026.05 | 3.9 | — | |
| GeoLLaVA-8KDegradation Level=L12026.05 | 4.88 | — | |
| VHMDegradation Level=L22026.05 | 5.19 | — | |
| SkySenseGPTDegradation Level=L12026.05 | 5.41 | — | |
| GeoLLaVA-8KDegradation Level=L22026.05 | 8.54 | — | |
| GeoChatDegradation Level=L12026.05 | 8.57 | — | |
| GeoChatDegradation Level=L22026.05 | 10 | — | |
| SkySenseGPTDegradation Level=L22026.05 | 10.81 | — | |
| GeoLLaVA-8KDegradation Level=L32026.05 | 10.98 | — | |
| VHMDegradation Level=L32026.05 | 11.69 | — | |
| GeoChatDegradation Level=L32026.05 | 12.86 | — | |
| GeoLLaVA-8KDegradation Level=Blind2026.05 | 13.41 | — | |
| SkyNativeDegradation Level=L12026.05 | 15.22 | — | |
| GeoChatDegradation Level=Blind2026.05 | 15.71 | — | |
| SkySenseGPTDegradation Level=L32026.05 | 17.57 | — | |
| SkySenseGPTDegradation Level=Blind2026.05 | 20.27 | — | |
| VHMDegradation Level=Blind2026.05 | 24.68 | — | |
| SkyNativeDegradation Level=L22026.05 | 30.43 | — | |
| SkyNativeDegradation Level=L32026.05 | 33.33 | — | |
| SkyNativeDegradation Level=Blind2026.05 | 56.52 | — | |
| GeoChatDegradation Level=Original2026.05 | — | 28.93 | |
| GeoLLaVA-8KDegradation Level=Original2026.05 | — | 33.88 | |
| SkyNativeDegradation Level=Original2026.05 | — | 57.02 | |
| SkySenseGPTDegradation Level=Original2026.05 | — | 30.58 | |
| VHMDegradation Level=Original2026.05 | — | 31.82 |