| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Visual Relation Detection (VRD) (All) | U+W+SF+L: T+S | Recall@5086.14 | 40 | 3d ago | |
| Visual Relation Detection (VRD) Zero-shot | U+W+SF+L: S | Recall @ 5055.41 | 34 | 3d ago | |
| CoNLL English in-domain 2009 (test) | High-Order model | F1 Score95.5 | 10 | 4d ago | |
| VRD zero-shot (test) | Ours [S+A] | R@5023.6 | 10 | 3d ago | |
| VRD 1.0 (test) | VRD - V + L + K | Recall @ 10047.87 | 8 | 3d ago | |
| Visual Genome (Entire Set) | U+W+SF+L: T+S | R@100 (k=1)55.89 | 5 | 3d ago | |
| Visual Genome Zero-shot | U+W+SF+L: S | R@100 (k=1)11.28 | 4 | 3d ago | |
| CoNLL WSJ 2005 (test) | LISA | Precision98.9 | 2 | 4d ago | |
| CoNLL 2012 (test) | LISA | Precision99.8 | 1 | 4d ago |
