Zero-Shot Learning on SUN (Proposed Split)
63.3Top-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 | 63.3 | |
| GFZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 63.1 | |
| DEMBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 61.9 | |
| CVAE-ZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 61.7 | |
| DEVISEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 56.5 | |
| SYNCBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 56.3 | |
| LATEMBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 55.3 | |
| ESZSLBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 54.5 | |
| SJEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 53.7 | |
| SSEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 51.5 | |
| SAEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 40.3 | |
| DAPBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 39.9 | |
| CMTBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 39.9 | |
| CONSEBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 38.8 | |
| IAPBackbone=ResNet-101, Evaluation Protocol=Inductive, Split=Proposed Split (PS)2019.06 | 19.4 |