Knowledge-Gap Localization on Breakfast
100Localization Recall (LocRec)Oracle-Loc
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Oracle-Loctype=Upper2026.06 | 100 | 100 | 100 | 86.7 | 0 | 86.7 | 86.7 | 86.7 | 0 | |
| Random-H-Loc2026.06 | 99.8 | 22.6 | 36.9 | 87.6 | 0 | 87.6 | 19.9 | 32.4 | 40 | |
| Random-Loc2026.06 | 99.7 | 10.4 | 18.8 | 87.5 | 0 | 87.5 | 9.2 | 16.6 | 99.9 | |
| SENSEI2026.06 | 78.6 | 68.3 | 73.1 | 97 | 0 | 76.2 | 66.3 | 70.9 | 4.3 | |
| End-to-End2026.06 | 42.4 | 51.4 | 46.5 | 94.7 | 0 | 40.1 | 48.7 | 44 | 4.3 | |
| GPT-3.52026.06 | 15.7 | 25.7 | 19.5 | 64.4 | 39.2 | 10.1 | 16.6 | 12.6 | 2.4 | |
| GPT-4o2026.06 | 14.7 | 33.9 | 20.5 | 52.4 | 72 | 7.7 | 17.7 | 10.7 | 0.7 | |
| Llama-3-70B2026.06 | 11.8 | 20.3 | 14.9 | 5.9 | 4 | 0.7 | 1.3 | 0.9 | 3.7 |