Zero-Shot Learning on AWA2 (Proposed Split)
70.4Top-1 Acc (Class-Avg)W/O ADA (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| W/O ADA (Ours)Backbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 70.4 | |
| DEMBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 67.1 | |
| GFZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 67 | |
| CVAE-ZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 65.8 | |
| SJEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 61.9 | |
| SSEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 61.1 | |
| DEVISEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 59.7 | |
| ESZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 58.6 | |
| LATEMBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 55.8 | |
| SAEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 54.1 | |
| SYNCBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 46.6 | |
| DAPBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 46.1 | |
| CONSEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 44.5 | |
| CMTBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 37.9 | |
| IAPBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 35.9 |