Permanent Closure on Los Angeles
78.6F1 ScoreE5 + ME-POIs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| E5 + ME-POIsbase_embedding=E5, integrated_with=ME-POIs2026.01 | 78.6 | 18.5 | |
| GTR-T5 + ME-POIsbase_embedding=GTR-T5, integrated_with=ME-POIs2026.01 | 77.4 | 17.8 | |
| OPENAI-LARGE + ME-POIsbase_embedding=OPENAI-LARGE, integrated_with=ME-POIs2026.01 | 77 | 18.5 | |
| GTR-T52026.01 | 76.7 | 17.3 | |
| ME-POIstext_alignment=true2026.01 | 76.6 | 16.1 | |
| MPNET + ME-POIsbase_embedding=MPNET, integrated_with=ME-POIs2026.01 | 76.6 | 18.1 | |
| NOMIC + ME-POIsbase_embedding=NOMIC, integrated_with=ME-POIs2026.01 | 76.2 | 18.2 | |
| ME-POIstext_alignment=false2026.01 | 75.7 | 15.4 | |
| ME-POIS (w/o Ltext-align)variant=without text alignment loss2026.01 | 75.7 | 15.4 | |
| GEMINI2026.01 | 75.6 | 18.1 | |
| GEMINI + ME-POIsbase_embedding=GEMINI, integrated_with=ME-POIs2026.01 | 75.3 | 18.5 | |
| OPENAI-LARGE2026.01 | 75 | 18.1 | |
| NOMIC2026.01 | 74.9 | 17.3 | |
| E52026.01 | 73.8 | 17.6 | |
| MPNET2026.01 | 73.6 | 17.2 | |
| OPENAI-SMALL + ME-POIsbase_embedding=OPENAI-SMALL, integrated_with=ME-POIs2026.01 | 69.6 | 18.6 | |
| OPENAI-SMALL2026.01 | 69.5 | 18.4 | |
| HIER2026.01 | 66 | 11.9 | |
| SKIP-GRAM2026.01 | 64.9 | 12.3 | |
| POI2VEC2026.01 | 56.4 | 11.2 | |
| GEO-TEASER2026.01 | 44.8 | 11.6 | |
| TALE2026.01 | 37.5 | 10.2 | |
| DEEPMOVE2026.01 | 37 | 11 | |
| GRAPH-FLASHBACK2026.01 | 23.3 | 9.9 | |
| STAN2026.01 | 22 | 9.9 | |
| TRAJGPT2026.01 | 21.5 | 10.1 | |
| GETNEXT2026.01 | 20 | 10.3 | |
| CTLE2026.01 | 11.5 | 9.8 |