Busyness on Houston (test)
0.136MAEOPENAI-LARGE + ME-POIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_text_encoder=OPENAI-LARGE2026.01 | 0.136 | 0.906 | |
| MPNET + ME-POIsbase_text_encoder=MPNET2026.01 | 0.137 | 0.903 | |
| OPENAI-SMALL + ME-POIsbase_text_encoder=OPENAI-SMALL2026.01 | 0.137 | 0.904 | |
| GTR-T5 + ME-POIsbase_text_encoder=GTR-T52026.01 | 0.141 | 0.902 | |
| GEMINI + ME-POIsbase_text_encoder=GEMINI2026.01 | 0.142 | 0.901 | |
| E5 + ME-POIsbase_text_encoder=E52026.01 | 0.143 | 0.901 | |
| NOMIC + ME-POIsbase_text_encoder=NOMIC2026.01 | 0.143 | 0.901 | |
| OPENAI-SMALL2026.01 | 0.161 | 0.887 | |
| GTR-T52026.01 | 0.162 | 0.887 | |
| NOMIC2026.01 | 0.162 | 0.887 | |
| OPENAI-LARGE2026.01 | 0.162 | 0.888 | |
| E52026.01 | 0.163 | 0.886 | |
| MPNET2026.01 | 0.164 | 0.886 | |
| ME-POIstext-alignment=enabled2026.01 | 0.177 | 0.871 | |
| ME-POISvariant=w/o Ltext-align2026.01 | 0.182 | 0.867 | |
| ME-POIstext-alignment=disabled2026.01 | 0.182 | 0.867 | |
| GEMINI2026.01 | 0.185 | 0.866 | |
| STAN2026.01 | 0.185 | 0.864 | |
| GRAPH-FLASHBACK2026.01 | 0.185 | 0.864 | |
| TRAJGPT2026.01 | 0.188 | 0.861 | |
| SKIP-GRAM2026.01 | 0.191 | 0.854 | |
| GETNEXT2026.01 | 0.192 | 0.857 | |
| CTLE2026.01 | 0.195 | 0.854 | |
| HIER2026.01 | 0.234 | 0.804 | |
| DEEPMOVE2026.01 | 0.249 | 0.785 | |
| TALE2026.01 | 0.254 | 0.779 | |
| POI2VEC2026.01 | 0.255 | 0.778 | |
| GEO-TEASER2026.01 | 0.255 | 0.778 |