Text-to-text Retrieval on Flickr30k (mAP)
60.8mAPIsoCLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| IsoCLIPIntra-modal=true, Backbone=ViT-B/16-open, Latency (ms)=6 ± 12026.03 | 60.8 | |
| OVI (T→I)Intra-modal=false, Backbone=ViT-B/16-open, Latency (ms)=11822 ± 1692026.03 | 60.2 | |
| IsoCLIPIntra-modal=true, Backbone=ViT-L/14, Latency (ms)=6 ± 12026.03 | 58.6 | |
| Text-TextIntra-modal=true, Backbone=ViT-B/16-open, Latency (ms)=6 ± 12026.03 | 57 | |
| IsoCLIPIntra-modal=true, Backbone=ViT-B/32, Latency (ms)=6 ± 12026.03 | 56.8 | |
| IsoCLIPIntra-modal=true, Backbone=ViT-B/16, Latency (ms)=6 ± 12026.03 | 55.2 | |
| OVI (T→I)Intra-modal=false, Backbone=ViT-L/14, Latency (ms)=21366 ± 332026.03 | 54.9 | |
| OVI (T→I)Intra-modal=false, Backbone=ViT-B/32, Latency (ms)=11549 ± 1922026.03 | 54.8 | |
| OVI (T→I)Intra-modal=false, Backbone=ViT-B/16, Latency (ms)=11929 ± 1252026.03 | 53.1 | |
| Text-TextIntra-modal=true, Backbone=ViT-L/14, Latency (ms)=6 ± 12026.03 | 52.3 | |
| Text-TextIntra-modal=true, Backbone=ViT-B/32, Latency (ms)=6 ± 12026.03 | 51.7 | |
| Text-TextIntra-modal=true, Backbone=ViT-B/16, Latency (ms)=6 ± 12026.03 | 50.7 |