Busyness on Los Angeles
0.136MAEOPENAI-LARGE + ME-POIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OPENAI-LARGE + ME-POIsbase_embedding=OPENAI-LARGE, integrated_with=ME-POIs2026.01 | 0.136 | 0.897 | |
| MPNET + ME-POIsbase_embedding=MPNET, integrated_with=ME-POIs2026.01 | 0.138 | 0.896 | |
| OPENAI-SMALL + ME-POIsbase_embedding=OPENAI-SMALL, integrated_with=ME-POIs2026.01 | 0.138 | 0.896 | |
| GTR-T5 + ME-POIsbase_embedding=GTR-T5, integrated_with=ME-POIs2026.01 | 0.141 | 0.894 | |
| E5 + ME-POIsbase_embedding=E5, integrated_with=ME-POIs2026.01 | 0.142 | 0.892 | |
| NOMIC + ME-POIsbase_embedding=NOMIC, integrated_with=ME-POIs2026.01 | 0.143 | 0.894 | |
| GEMINI + ME-POIsbase_embedding=GEMINI, integrated_with=ME-POIs2026.01 | 0.143 | 0.894 | |
| ME-POIstext_alignment=true2026.01 | 0.154 | 0.884 | |
| ME-POIstext_alignment=false2026.01 | 0.159 | 0.878 | |
| ME-POIS (w/o Ltext-align)variant=without text alignment loss2026.01 | 0.159 | 0.878 | |
| OPENAI-SMALL2026.01 | 0.167 | 0.874 | |
| GTR-T52026.01 | 0.168 | 0.873 | |
| NOMIC2026.01 | 0.168 | 0.873 | |
| E52026.01 | 0.169 | 0.872 | |
| OPENAI-LARGE2026.01 | 0.169 | 0.873 | |
| SKIP-GRAM2026.01 | 0.171 | 0.847 | |
| MPNET2026.01 | 0.171 | 0.873 | |
| HIER2026.01 | 0.182 | 0.859 | |
| STAN2026.01 | 0.189 | 0.854 | |
| GRAPH-FLASHBACK2026.01 | 0.189 | 0.853 | |
| GEMINI2026.01 | 0.19 | 0.856 | |
| CTLE2026.01 | 0.192 | 0.852 | |
| TRAJGPT2026.01 | 0.196 | 0.847 | |
| GEO-TEASER2026.01 | 0.219 | 0.818 | |
| POI2VEC2026.01 | 0.224 | 0.812 | |
| TALE2026.01 | 0.233 | 0.801 | |
| DEEPMOVE2026.01 | 0.249 | 0.779 | |
| GETNEXT2026.01 | 0.291 | 0.717 |