Price Level on Houston (test)
75.8AccuracyOPENAI-LARGE + ME-POIs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_text_encoder=OPENAI-LARGE2026.01 | 75.8 | 38.3 | |
| OPENAI-SMALL + ME-POIsbase_text_encoder=OPENAI-SMALL2026.01 | 72.9 | 36.7 | |
| MPNET + ME-POIsbase_text_encoder=MPNET2026.01 | 68.7 | 34.4 | |
| NOMIC + ME-POIsbase_text_encoder=NOMIC2026.01 | 66.7 | 32.6 | |
| GTR-T5 + ME-POIsbase_text_encoder=GTR-T52026.01 | 64.5 | 31 | |
| E5 + ME-POIsbase_text_encoder=E52026.01 | 63.5 | 30 | |
| GEMINI + ME-POIsbase_text_encoder=GEMINI2026.01 | 63.4 | 30.4 | |
| OPENAI-LARGE2026.01 | 60.1 | 24.4 | |
| MPNET2026.01 | 59.9 | 24.8 | |
| OPENAI-SMALL2026.01 | 59.5 | 23.3 | |
| ME-POIstext-alignment=enabled2026.01 | 59 | 29.4 | |
| NOMIC2026.01 | 57.8 | 21.2 | |
| ME-POISvariant=w/o Ltext-align2026.01 | 56.4 | 27.6 | |
| ME-POIstext-alignment=disabled2026.01 | 56.4 | 27.6 | |
| POI2VEC2026.01 | 55.5 | 27 | |
| HIER2026.01 | 55.1 | 18.4 | |
| E52026.01 | 54.9 | 17.7 | |
| GTR-T52026.01 | 54.9 | 17.7 | |
| GEMINI2026.01 | 54.9 | 17.7 | |
| GETNEXT2026.01 | 54.9 | 18 | |
| SKIP-GRAM2026.01 | 54.3 | 23 | |
| DEEPMOVE2026.01 | 53.6 | 23 | |
| TRAJGPT2026.01 | 53.4 | 23.9 | |
| TALE2026.01 | 52.9 | 20.1 | |
| GEO-TEASER2026.01 | 51.4 | 18 | |
| STAN2026.01 | 51.3 | 23.1 | |
| CTLE2026.01 | 51.1 | 23 | |
| GRAPH-FLASHBACK2026.01 | 51 | 22.9 |