Open Hours on Houston (test)
76.1F1 ScoreOPENAI-LARGE + ME-POIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_text_encoder=OPENAI-LARGE2026.01 | 76.1 | 82.4 | |
| OPENAI-SMALL + ME-POIsbase_text_encoder=OPENAI-SMALL2026.01 | 74.3 | 80.5 | |
| GEMINI + ME-POIsbase_text_encoder=GEMINI2026.01 | 74.1 | 80.1 | |
| NOMIC + ME-POIsbase_text_encoder=NOMIC2026.01 | 73.8 | 81.3 | |
| MPNET + ME-POIsbase_text_encoder=MPNET2026.01 | 72.5 | 80.3 | |
| NOMIC2026.01 | 72.1 | 80.6 | |
| GTR-T5 + ME-POIsbase_text_encoder=GTR-T52026.01 | 71.3 | 78.2 | |
| OPENAI-LARGE2026.01 | 70.2 | 78.8 | |
| E5 + ME-POIsbase_text_encoder=E52026.01 | 69 | 78 | |
| GEMINI2026.01 | 67.6 | 75.6 | |
| OPENAI-SMALL2026.01 | 65.4 | 76.1 | |
| MPNET2026.01 | 65.3 | 73.9 | |
| E52026.01 | 64 | 75.4 | |
| GTR-T52026.01 | 62.4 | 74.2 | |
| ME-POIstext-alignment=enabled2026.01 | 58.2 | 65.7 | |
| ME-POISvariant=w/o Ltext-align2026.01 | 51.9 | 60.4 | |
| ME-POIstext-alignment=disabled2026.01 | 51.9 | 60.4 | |
| HIER2026.01 | 49.8 | 54.2 | |
| GETNEXT2026.01 | 49.3 | 55.1 | |
| POI2VEC2026.01 | 48.6 | 50.3 | |
| STAN2026.01 | 48.4 | 49.6 | |
| GRAPH-FLASHBACK2026.01 | 48.4 | 49.6 | |
| SKIP-GRAM2026.01 | 48.3 | 47.4 | |
| GEO-TEASER2026.01 | 48.3 | 43.3 | |
| TRAJGPT2026.01 | 48.3 | 49.1 | |
| TALE2026.01 | 48.2 | 46.5 | |
| DEEPMOVE2026.01 | 48.2 | 45.4 | |
| CTLE2026.01 | 30.6 | 49.6 |