| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| C-GQA open world | DFSP(i2t) | HM Score24.3 | 65 | 1mo ago | |
| UT-Zappos Closed World | CGE | HM60.5 | 57 | 1mo ago | |
| C-GQA Closed World | Troika + FlowComposer | HM34 | 56 | 1mo ago | |
| UT-Zappos open world | H2EM | HM54.5 | 52 | 1mo ago | |
| MIT-States open world | DFSP(i2t) | HM37.2 | 38 | 1mo ago | |
| MIT-States Closed World | H2EM | Harmonic Mean (HM)0.413 | 32 | 1mo ago | |
| VAW CZSL (test) | CAILA | HM34.6 | 30 | 1mo ago | |
| MIT-States Closed World (test) | Troika + FlowComposer | AUC23.5 | 27 | 1mo ago | |
| MIT-States open-vocabulary | DFSP + SPA | HM28.9 | 16 | 1mo ago | |
| MIT-States Open-world (test) | Seen Accuracy50.7 | 14 | 1mo ago | ||
| MIT-States (test) | SymNet | Top-1 Acc19.9 | 11 | 1mo ago | |
| UT-Zappos open-vocabulary partition | DFSP + SPA | HM (Harmonic Mean)34.32 | 10 | 1mo ago | |
| UT-Zappos (test) | SymNet | Top-1 Acc52.1 | 9 | 1mo ago | |
| UT-Zappos50K (test) | SCEN | Seen Accuracy63.5 | 8 | 1mo ago | |
| MIT-States 11 (test) | BMP-Net | Seen Accuracy38.6 | 8 | 1mo ago | |
| VAW CZSL (val) | OADis | V@33.5 | 7 | 1mo ago | |
| UT-Zappos | AttOp | AUC25.9 | 3 | 1mo ago | |
| C-GQA | - | Seen Accuracy- | 0 | 1mo ago | |
| MIT-States | - | Seen Accuracy (S)- | 0 | 1mo ago |
