Price Level on Los Angeles
0.684AccuracyOPENAI-LARGE + ME-POIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_embedding=OPENAI-LARGE, integrated_with=ME-POIs2026.01 | 0.684 | 0.35 | |
| OPENAI-SMALL + ME-POIsbase_embedding=OPENAI-SMALL, integrated_with=ME-POIs2026.01 | 0.675 | 0.345 | |
| GEMINI + ME-POIsbase_embedding=GEMINI, integrated_with=ME-POIs2026.01 | 0.672 | 0.345 | |
| MPNET + ME-POIsbase_embedding=MPNET, integrated_with=ME-POIs2026.01 | 0.662 | 0.337 | |
| NOMIC + ME-POIsbase_embedding=NOMIC, integrated_with=ME-POIs2026.01 | 0.659 | 0.336 | |
| GTR-T5 + ME-POIsbase_embedding=GTR-T5, integrated_with=ME-POIs2026.01 | 0.654 | 0.334 | |
| OPENAI-LARGE2026.01 | 0.654 | 0.329 | |
| OPENAI-SMALL2026.01 | 0.637 | 0.32 | |
| E5 + ME-POIsbase_embedding=E5, integrated_with=ME-POIs2026.01 | 0.632 | 0.322 | |
| MPNET2026.01 | 0.615 | 0.306 | |
| NOMIC2026.01 | 0.614 | 0.297 | |
| ME-POIstext_alignment=true2026.01 | 0.609 | 0.322 | |
| ME-POIstext_alignment=false2026.01 | 0.6 | 0.308 | |
| ME-POIS (w/o Ltext-align)variant=without text alignment loss2026.01 | 0.6 | 0.308 | |
| GTR-T52026.01 | 0.586 | 0.278 | |
| SKIP-GRAM2026.01 | 0.564 | 0.286 | |
| GEMINI2026.01 | 0.559 | 0.234 | |
| POI2VEC2026.01 | 0.53 | 0.249 | |
| HIER2026.01 | 0.529 | 0.229 | |
| E52026.01 | 0.521 | 0.189 | |
| GEO-TEASER2026.01 | 0.511 | 0.194 | |
| TALE2026.01 | 0.504 | 0.189 | |
| DEEPMOVE2026.01 | 0.503 | 0.224 | |
| STAN2026.01 | 0.497 | 0.248 | |
| GRAPH-FLASHBACK2026.01 | 0.496 | 0.248 | |
| CTLE2026.01 | 0.488 | 0.244 | |
| TRAJGPT2026.01 | 0.475 | 0.237 | |
| GETNEXT2026.01 | 0.41 | 0.22 |