Zero-Shot Image Classification on SUN unseen (test)
61.9Top-1 AccDEM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEMEvaluation Protocol=Standard2016.11 | 61.9 | 20.5 | 34.3 | 25.6 | |
| cycle-CLSWGANprotocol=ZSL2018.08 | 60 | — | — | — | |
| cycle-(U)WGANprotocol=ZSL2018.08 | 59.9 | — | — | — | |
| cycle-WGANprotocol=ZSL2018.08 | 59.7 | — | — | — | |
| f-CLSWGAN (baseline)protocol=ZSL2018.08 | 58.5 | — | — | — | |
| ALEEvaluation Protocol=Standard2016.11 | 58.1 | 21.8 | 33.1 | 26.3 | |
| ALEprotocol=ZSL2018.08 | 58.1 | — | — | — | |
| DeViSEEvaluation Protocol=Standard2016.11 | 56.5 | 16.9 | 27.4 | 20.9 | |
| DEVISEprotocol=ZSL2018.08 | 56.5 | — | — | — | |
| SYNCEvaluation Protocol=Standard2016.11 | 56.3 | 7.9 | 43.3 | 13.4 | |
| LATEMEvaluation Protocol=Standard2016.11 | 55.3 | 14.7 | 28.8 | 19.5 | |
| LATEMprotocol=ZSL2018.08 | 55.3 | — | — | — | |
| ESZSLEvaluation Protocol=Standard2016.11 | 54.5 | 11 | 27.9 | 15.8 | |
| ESZSLprotocol=ZSL2018.08 | 54.5 | — | — | — | |
| SJEEvaluation Protocol=Standard2016.11 | 53.7 | 14.7 | 30.5 | 19.8 | |
| SJEprotocol=ZSL2018.08 | 53.7 | — | — | — | |
| SSEEvaluation Protocol=Standard2016.11 | 51.5 | 2.1 | 36.4 | 4 | |
| SAEEvaluation Protocol=Standard2016.11 | 40.3 | 8.8 | 18 | 11.8 | |
| DAPEvaluation Protocol=Standard2016.11 | 39.9 | 4.2 | 25.1 | 7.2 | |
| CMTEvaluation Protocol=Standard2016.11 | 39.9 | 8.7 | 28 | 13.3 | |
| ConSEEvaluation Protocol=Standard2016.11 | 38.8 | 6.8 | 39.9 | 11.6 | |
| IAPEvaluation Protocol=Standard2016.11 | 19.4 | 1 | 37.8 | 1.8 |