xView
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Active Search | xView single-target category (test) | ANT4.53 | 72 | |
| Visual Active Search | xView (test) | ANT (C=25)174 | 54 | |
| Visual Active Search | xView single-query setting with SC (Small Car) as Target (test) | ANT9.73 | 39 | |
| Visual Active Search | xView single-query setting Building as Target (test) | ANT12.83 | 39 | |
| Visual Active Search | xView single-query setting SB (Sail Boat) as Target (test) | ANT191 | 39 | |
| Visual Active Search | xView Helipad as Target single-query setting (test) | ANT137 | 27 | |
| Visual Active Search | xView single-query setting CC (Construction Site) as Target (test) | ANT2.76 | 27 | |
| Visual Active Search | xView single-query setting Helicopter as Target (test) | ANT121 | 27 | |
| Object Detection | xView | AP26.71 | 22 | |
| Horizontal Object Detection | xView 2018 (test) | AP5019.4 | 13 | |
| Multi-target category search | xView Z = {SC, Building} | ANT5.93 | 12 | |
| Multi-target category search | xView (Z = {SC, Truck}) | ANT Score4.46 | 12 | |
| Multi-target category search | xView Z = {SC, Bus} | ANT4.54 | 12 | |
| Image Classification | xView | Accuracy96.5 | 9 | |
| Object Detection | xView (test) | AP5017.74 | 7 | |
| Concept Leakage Robustness | xView | Proportion of Irrelevant Concepts Selected0 | 6 | |
| Fine-grained Object Detection | Xview | AP5027.2 | 4 | |
| Visual Active Search | xView Z={Helipad} | B-Score (B=5)45 | 3 | |
| Visual Active Search | xView Z={Sail Boat} | B@5 Score1.03 | 3 | |
| Visual Active Search | xView Z={Small Car} | B-Score (B=5)2.1 | 3 |
Showing 20 of 20 rows