Zero-shot Image Classification on AwA1 GBU
68.4Top-1 AccuracyDEM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEMEvaluation Setting=GBU2017.11 | 68.4 | 32.8 | 84.7 | 47.3 | |
| RELATION NETEvaluation Setting=GBU2017.11 | 68.2 | 31.4 | 91.3 | 46.7 | |
| SJEEvaluation Setting=GBU2017.11 | 65.6 | 11.3 | 74.6 | 19.6 | |
| SSEEvaluation Setting=GBU2017.11 | 60.1 | 7 | 80.5 | 12.9 | |
| ALEEvaluation Setting=GBU2017.11 | 59.9 | 16.8 | 76.1 | 27.5 | |
| ESZSLEvaluation Setting=GBU2017.11 | 58.2 | 6.6 | 75.6 | 12.1 | |
| LATEMEvaluation Setting=GBU2017.11 | 55.1 | 7.3 | 71.7 | 13.3 | |
| DEVISEEvaluation Setting=GBU2017.11 | 54.2 | 13.4 | 68.7 | 22.4 | |
| SYNCEvaluation Setting=GBU2017.11 | 54 | 8.9 | 87.3 | 16.2 | |
| SAEEvaluation Setting=GBU2017.11 | 53 | 1.8 | 77.1 | 3.5 | |
| CONSEEvaluation Setting=GBU2017.11 | 45.6 | 0.4 | 88.6 | 0.8 | |
| DAPEvaluation Setting=GBU2017.11 | 44.1 | 0 | 88.7 | 0 |