Visit Intent on Houston (test)
0.412F1 ScoreOPENAI-LARGE + ME-POIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_text_encoder=OPENAI-LARGE2026.01 | 0.412 | 0.475 | |
| OPENAI-SMALL + ME-POIsbase_text_encoder=OPENAI-SMALL2026.01 | 0.398 | 0.454 | |
| GEMINI + ME-POIsbase_text_encoder=GEMINI2026.01 | 0.392 | 0.445 | |
| MPNET + ME-POIsbase_text_encoder=MPNET2026.01 | 0.374 | 0.44 | |
| GTR-T5 + ME-POIsbase_text_encoder=GTR-T52026.01 | 0.37 | 0.419 | |
| E5 + ME-POIsbase_text_encoder=E52026.01 | 0.368 | 0.412 | |
| NOMIC + ME-POIsbase_text_encoder=NOMIC2026.01 | 0.366 | 0.41 | |
| OPENAI-LARGE2026.01 | 0.345 | 0.443 | |
| MPNET2026.01 | 0.331 | 0.416 | |
| OPENAI-SMALL2026.01 | 0.314 | 0.424 | |
| ME-POIstext-alignment=enabled2026.01 | 0.306 | 0.352 | |
| ME-POISvariant=w/o Ltext-align2026.01 | 0.27 | 0.314 | |
| ME-POIstext-alignment=disabled2026.01 | 0.27 | 0.314 | |
| NOMIC2026.01 | 0.268 | 0.383 | |
| GEMINI2026.01 | 0.268 | 0.419 | |
| GTR-T52026.01 | 0.257 | 0.397 | |
| E52026.01 | 0.229 | 0.389 | |
| SKIP-GRAM2026.01 | 0.214 | 0.3 | |
| GRAPH-FLASHBACK2026.01 | 0.185 | 0.259 | |
| POI2VEC2026.01 | 0.184 | 0.298 | |
| CTLE2026.01 | 0.183 | 0.258 | |
| STAN2026.01 | 0.183 | 0.257 | |
| TRAJGPT2026.01 | 0.179 | 0.253 | |
| GETNEXT2026.01 | 0.161 | 0.293 | |
| TALE2026.01 | 0.159 | 0.256 | |
| HIER2026.01 | 0.159 | 0.264 | |
| DEEPMOVE2026.01 | 0.159 | 0.262 | |
| GEO-TEASER2026.01 | 0.158 | 0.254 |