Text Retrieval on WIT translated English (test)
0.3079Recall@1GIVL (1M)
Evaluation results
| Method | Links | |
|---|---|---|
| GIVL (1M)Data=3.17M, #Param=112M, Pre-training steps=1M2023.01 | 0.3079 | |
| GIVL-BData=3.17M, #Param=112M2023.01 | 0.2986 | |
| GIVLData=3.17M, #Param=112M2023.01 | 0.2879 | |
| VinVLData=5.65M, #Param=112M2023.01 | 0.2865 | |
| GIVL w/o LIECData=3.17M, #Param=112M2023.01 | 0.2818 | |
| GIVL w/ CLIPData=3.17M, #Param=199M2023.01 | 0.2817 | |
| GIVL w/o LIKMData=3.17M, #Param=112M2023.01 | 0.2697 | |
| VinVL*Data=3.17M, #Param=112M2023.01 | 0.255 | |
| VILBERTData=3.3M, #Param=274M2023.01 | 0.1693 | |
| VL-BERTData=3.3M2023.01 | 0.1609 | |
| UNITER2023.01 | 0.1601 | |
| VisualBERT#Param=135M2023.01 | 0.1575 | |
| LXMERT#Param=240M2023.01 | 0.1486 |