Image-text retrieval on Flickr8k (test)
33.6Image Retrieval (IR)RAHA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAHA# Pairs=10002026.06 | 33.6 | 40.7 | 37.1 | |
| CovMatch# Pairs=10002026.06 | 28 | 33.2 | 30.6 | |
| RAHA# Pairs=5002026.06 | 27.7 | 33.6 | 30.7 | |
| RAHA# Pairs=500, Compression rate=8.3%2026.06 | 27.7 | — | — | |
| CovMatch# Pairs=5002026.06 | 23.8 | 28 | 25.9 | |
| CovMatch# Pairs=500, Compression rate=8.3%2026.06 | 23.8 | — | — | |
| RAHA# Pairs=200, Compression rate=3.3%2026.06 | 22.7 | — | — | |
| LoRS# Pairs=500, Compression rate=8.3%2026.06 | 20.7 | — | — | |
| LoRS# Pairs=200, Compression rate=3.3%2026.06 | 19.5 | — | — | |
| RAHA# Pairs=100, Compression rate=1.7%2026.06 | 19 | — | — | |
| CovMatch# Pairs=100, Compression rate=1.7%2026.06 | 18.4 | — | — | |
| CovMatch# Pairs=200, Compression rate=3.3%2026.06 | 17.4 | — | — | |
| LoRS# Pairs=100, Compression rate=1.7%2026.06 | 17.3 | — | — | |
| Forgetting# Pairs=500, Compression rate=8.3%2026.06 | 15.1 | — | — | |
| K-Center# Pairs=500, Compression rate=8.3%2026.06 | 12.8 | — | — | |
| MTT-VL# Pairs=500, Compression rate=8.3%2026.06 | 12.7 | — | — | |
| Random# Pairs=500, Compression rate=8.3%2026.06 | 12.6 | — | — | |
| Herding# Pairs=500, Compression rate=8.3%2026.06 | 12 | — | — | |
| K-Center# Pairs=200, Compression rate=3.3%2026.06 | 8.8 | — | — | |
| TESLA_BCE# Pairs=500, Compression rate=8.3%2026.06 | 8.5 | — | — | |
| Random# Pairs=200, Compression rate=3.3%2026.06 | 7.8 | — | — | |
| MTT-VL# Pairs=200, Compression rate=3.3%2026.06 | 7 | — | — | |
| Forgetting# Pairs=200, Compression rate=3.3%2026.06 | 6.6 | — | — | |
| Herding# Pairs=200, Compression rate=3.3%2026.06 | 5.5 | — | — | |
| K-Center# Pairs=100, Compression rate=1.7%2026.06 | 5 | — | — | |
| TESLA_BCE# Pairs=200, Compression rate=3.3%2026.06 | 4.8 | — | — | |
| Herding# Pairs=100, Compression rate=1.7%2026.06 | 4.7 | — | — | |
| TESLA_BCE# Pairs=100, Compression rate=1.7%2026.06 | 4.6 | — | — | |
| Forgetting# Pairs=100, Compression rate=1.7%2026.06 | 4.1 | — | — | |
| MTT-VL# Pairs=100, Compression rate=1.7%2026.06 | 3.9 | — | — | |
| Random# Pairs=100, Compression rate=1.7%2026.06 | 3.5 | — | — | |
| CovMatch# Pairs=100, Compression rate=1.7%2026.06 | — | 22.4 | — | |
| CovMatch# Pairs=200, Compression rate=3.3%2026.06 | — | 20.3 | — | |
| CovMatch# Pairs=500, Compression rate=8.3%2026.06 | — | 28 | — | |
| Forgetting# Pairs=100, Compression rate=1.7%2026.06 | — | 4.9 | — | |
| Forgetting# Pairs=200, Compression rate=3.3%2026.06 | — | 9.4 | — | |
| Forgetting# Pairs=500, Compression rate=8.3%2026.06 | — | 19.7 | — | |
| Herding# Pairs=100, Compression rate=1.7%2026.06 | — | 8.3 | — | |
| Herding# Pairs=200, Compression rate=3.3%2026.06 | — | 11.9 | — | |
| Herding# Pairs=500, Compression rate=8.3%2026.06 | — | 16.3 | — | |
| K-Center# Pairs=100, Compression rate=1.7%2026.06 | — | 8.6 | — | |
| K-Center# Pairs=200, Compression rate=3.3%2026.06 | — | 12.8 | — | |
| K-Center# Pairs=500, Compression rate=8.3%2026.06 | — | 17.9 | — | |
| LoRS# Pairs=100, Compression rate=1.7%2026.06 | — | 21.5 | — | |
| LoRS# Pairs=200, Compression rate=3.3%2026.06 | — | 24.7 | — | |
| LoRS# Pairs=500, Compression rate=8.3%2026.06 | — | 29.2 | — | |
| MTT-VL# Pairs=100, Compression rate=1.7%2026.06 | — | 6.2 | — | |
| MTT-VL# Pairs=200, Compression rate=3.3%2026.06 | — | 10.1 | — | |
| MTT-VL# Pairs=500, Compression rate=8.3%2026.06 | — | 17.3 | — | |
| RAHA# Pairs=100, Compression rate=1.7%2026.06 | — | 21.9 | — | |
| RAHA# Pairs=200, Compression rate=3.3%2026.06 | — | 27.9 | — | |
| RAHA# Pairs=500, Compression rate=8.3%2026.06 | — | 33.6 | — | |
| Random# Pairs=100, Compression rate=1.7%2026.06 | — | 7.8 | — | |
| Random# Pairs=200, Compression rate=3.3%2026.06 | — | 11.8 | — | |
| Random# Pairs=500, Compression rate=8.3%2026.06 | — | 18.1 | — | |
| TESLA_BCE# Pairs=100, Compression rate=1.7%2026.06 | — | 14.1 | — | |
| TESLA_BCE# Pairs=200, Compression rate=3.3%2026.06 | — | 18.5 | — | |
| TESLA_BCE# Pairs=500, Compression rate=8.3%2026.06 | — | 18.5 | — |