Visit Intent on Los Angeles
36.8F1 ScoreOPENAI-LARGE + ME-POIs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_embedding=OPENAI-LARGE, integrated_with=ME-POIs2026.01 | 36.8 | 43.5 | |
| GEMINI + ME-POIsbase_embedding=GEMINI, integrated_with=ME-POIs2026.01 | 36.2 | 42.3 | |
| OPENAI-SMALL + ME-POIsbase_embedding=OPENAI-SMALL, integrated_with=ME-POIs2026.01 | 35.3 | 41.4 | |
| MPNET + ME-POIsbase_embedding=MPNET, integrated_with=ME-POIs2026.01 | 35.2 | 41 | |
| GTR-T5 + ME-POIsbase_embedding=GTR-T5, integrated_with=ME-POIs2026.01 | 33.2 | 39.8 | |
| NOMIC + ME-POIsbase_embedding=NOMIC, integrated_with=ME-POIs2026.01 | 33.2 | 40.3 | |
| E5 + ME-POIsbase_embedding=E5, integrated_with=ME-POIs2026.01 | 33 | 39.1 | |
| ME-POIstext_alignment=true2026.01 | 29.1 | 35.5 | |
| OPENAI-LARGE2026.01 | 27.1 | 40.4 | |
| MPNET2026.01 | 27 | 38.2 | |
| ME-POIstext_alignment=false2026.01 | 26.3 | 33.7 | |
| ME-POIS (w/o Ltext-align)variant=without text alignment loss2026.01 | 26.3 | 33.7 | |
| OPENAI-SMALL2026.01 | 26 | 39 | |
| GTR-T52026.01 | 24.1 | 36.5 | |
| NOMIC2026.01 | 23 | 36.1 | |
| GEMINI2026.01 | 19.9 | 36.7 | |
| GEO-TEASER2026.01 | 18.5 | 26.6 | |
| GETNEXT2026.01 | 18.5 | 25.2 | |
| E52026.01 | 18.4 | 34.4 | |
| SKIP-GRAM2026.01 | 18.3 | 26.8 | |
| TALE2026.01 | 18.3 | 24.8 | |
| HIER2026.01 | 18.3 | 29.1 | |
| DEEPMOVE2026.01 | 18.3 | 25.3 | |
| STAN2026.01 | 18.3 | 25 | |
| GRAPH-FLASHBACK2026.01 | 18.3 | 25.1 | |
| POI2VEC2026.01 | 18.1 | 26.3 | |
| TRAJGPT2026.01 | 18.1 | 24.9 | |
| CTLE2026.01 | 17.9 | 24.9 |