Image Classification on Dollar Street (test)
27.25AccuracyGIVL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GIVL#Param=112M, Zero-shot=true2023.01 | 27.25 | 31.65 | 26.15 | |
| GIVL w/o L_IKM#Param=112M, Zero-shot=true2023.01 | 21.37 | 25.31 | 20.37 | |
| GIVL-B#Param=112M, Zero-shot=true2023.01 | 20.35 | 23.93 | 19.45 | |
| GIVL w/ CLIP#Param=199M, Zero-shot=true2023.01 | 18.04 | 22.89 | 16.82 | |
| GIVL w/o L_IEC#Param=112M, Zero-shot=true2023.01 | 12.96 | 12.71 | 13.02 | |
| VinVL#Param=112M, Zero-shot=true2023.01 | 1.29 | 1.25 | 1.3 | |
| VinVL*#Param=112M, Zero-shot=true2023.01 | 1.21 | 1.77 | 1.01 |