# Geolocation Ranking on New York Source: [Geolocation Ranking on New York]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:32.032Z Evaluation of Geolocation Ranking performance on the New York dataset, measured using metrics like Hit@5 and NDCG@5. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Geolocation Ranking | | Dataset (including any stated split) | New York | | Metric | Hit@5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 32 of 32 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Hit@5](): Higher is better; unit: PERCENT. - [NDCG@5](): Higher is better; unit: PERCENT. ## Recorded results | Method | Hit@5 | Result date | Report paper | | --- | --- | --- | --- | | UGE | 58.85 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 55.87 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 55 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 53.46 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 48.85 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 47.42 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 46.01 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 46.01 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 45.07 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 44.23 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 43.66 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 41.15 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2.5-VL-7B | 39.91 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2-VL-2B | 39.44 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 39.23 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 38.03 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 37.69 | Not recorded | 698abbd9c97a0b3e3b5de23c | | UGE | 37.09 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2-VL-7B | 36.15 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2.5-VL-3B | 36.15 | Not recorded | 698abbd9c97a0b3e3b5de23c | | GME-2B | 35.21 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2.5-VL-7B | 32.69 | Not recorded | 698abbd9c97a0b3e3b5de23c | | LLaVA1.6 | 32.39 | Not recorded | 698abbd9c97a0b3e3b5de23c | | VLM2Vec-2B | 30.77 | Not recorded | 698abbd9c97a0b3e3b5de23c | | VLM2Vec-2B | 29.58 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Phi3-V | 29.58 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2-VL-2B | 29.23 | Not recorded | 698abbd9c97a0b3e3b5de23c | | GME-2B | 29.23 | Not recorded | 698abbd9c97a0b3e3b5de23c | | LLaVA1.6 | 28.85 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2-VL-7B | 27.31 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Phi3-V | 24.62 | Not recorded | 698abbd9c97a0b3e3b5de23c | | Qwen2.5-VL-3B | 19.23 | Not recorded | 698abbd9c97a0b3e3b5de23c | ### UGE Hit@5: 58.85. Result ID: 699727c55698665ec4766580. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-7B"}. This record does not assert independent reproduction. ### UGE Hit@5: 55.87. Result ID: 699727c55698665ec4766640. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Qwen2.5-VL-7B"}. This record does not assert independent reproduction. ### UGE Hit@5: 55. Result ID: 699727c55698665ec476657c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2-VL-7B"}. This record does not assert independent reproduction. ### UGE Hit@5: 53.46. Result ID: 699727c55698665ec4766586. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaVA1.6"}. This record does not assert independent reproduction. ### UGE Hit@5: 48.85. Result ID: 699727c55698665ec4766584. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VLM2Vec-2B"}. This record does not assert independent reproduction. ### UGE Hit@5: 47.42. Result ID: 699727c55698665ec4766644. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"VLM2Vec-2B"}. This record does not assert independent reproduction. ### UGE Hit@5: 46.01. Result ID: 699727c55698665ec4766642. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"GME-2B"}. This record does not assert independent reproduction. ### UGE Hit@5: 46.01. Result ID: 699727c55698665ec4766646. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"LLaVA1.6"}. This record does not assert independent reproduction. ### UGE Hit@5: 45.07. Result ID: 699727c55698665ec476663a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Qwen2-VL-2B"}. This record does not assert independent reproduction. ### UGE Hit@5: 44.23. Result ID: 699727c55698665ec476657a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2-VL-2B"}. This record does not assert independent reproduction. ### UGE Hit@5: 43.66. Result ID: 699727c55698665ec476663c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Qwen2-VL-7B"}. This record does not assert independent reproduction. ### UGE Hit@5: 41.15. Result ID: 699727c55698665ec4766582. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GME-2B"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Hit@5: 39.91. Result ID: 699727c55698665ec476663f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2-VL-2B Hit@5: 39.44. Result ID: 699727c55698665ec4766639. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UGE Hit@5: 39.23. Result ID: 699727c55698665ec4766588. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Phi3-V"}. This record does not assert independent reproduction. ### UGE Hit@5: 38.03. Result ID: 699727c55698665ec4766648. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Phi3-V"}. This record does not assert independent reproduction. ### UGE Hit@5: 37.69. Result ID: 699727c55698665ec476657e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B"}. This record does not assert independent reproduction. ### UGE Hit@5: 37.09. Result ID: 699727c55698665ec476663e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Qwen2.5-VL-3B"}. This record does not assert independent reproduction. ### Qwen2-VL-7B Hit@5: 36.15. Result ID: 699727c55698665ec476663b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-3B Hit@5: 36.15. Result ID: 699727c55698665ec476663d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GME-2B Hit@5: 35.21. Result ID: 699727c55698665ec4766641. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Hit@5: 32.69. Result ID: 699727c55698665ec476657f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaVA1.6 Hit@5: 32.39. Result ID: 699727c55698665ec4766645. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VLM2Vec-2B Hit@5: 30.77. Result ID: 699727c55698665ec4766583. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VLM2Vec-2B Hit@5: 29.58. Result ID: 699727c55698665ec4766643. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Phi3-V Hit@5: 29.58. Result ID: 699727c55698665ec4766647. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2-VL-2B Hit@5: 29.23. Result ID: 699727c55698665ec4766579. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GME-2B Hit@5: 29.23. Result ID: 699727c55698665ec4766581. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaVA1.6 Hit@5: 28.85. Result ID: 699727c55698665ec4766585. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2-VL-7B Hit@5: 27.31. Result ID: 699727c55698665ec476657b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Phi3-V Hit@5: 24.62. Result ID: 699727c55698665ec4766587. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-3B Hit@5: 19.23. Result ID: 699727c55698665ec476657d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.