# Image Retrieval on Paris 6k classic (base) Source: [Image Retrieval on Paris 6k classic (base)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:33.591Z Evaluation of Image Retrieval performance on the classic (base) subset of the Paris 6k dataset, typically measured using Mean Average Precision (mAP). 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 | Image Retrieval | | Dataset (including any stated split) | Paris 6k classic (base) | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | CiDeR-FT | 95.1 | Not recorded | 68fa72c21e209131cea586f6 | | DIR+RPN | 94 | Not recorded | 68fa72c21e209131cea586f6 | | Radenovic et al. | 92.7 | Not recorded | 68fa72c21e209131cea586f6 | | CiDeR | 92 | Not recorded | 68fa72c21e209131cea586f6 | | GLAM | 91.1 | Not recorded | 68fa72c21e209131cea586f6 | | Liao et al. | 90.3 | Not recorded | 68fa72c21e209131cea586f6 | | DIR | 86.3 | Not recorded | 68fa72c21e209131cea586f6 | | SOLAR | 86.3 | Not recorded | 68fa72c21e209131cea586f6 | | DOLG | 74.5 | Not recorded | 68fa72c21e209131cea586f6 | | Salvador et al. | 72.9 | Not recorded | 68fa72c21e209131cea586f6 | | Chen et al. | 65.2 | Not recorded | 68fa72c21e209131cea586f6 | ### CiDeR-FT mAP: 95.1. Result ID: 6992939b3a6c3148490fe770. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM","Loss":"ArcFace","Fine-tuned":true,"Dimension":"2048"}. This record does not assert independent reproduction. ### DIR+RPN mAP: 94. Result ID: 6992939b3a6c3148490fe76e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train Set":"NC-clean","Backbone":"ResNet-101","Pooling":"RMAC","Loss":"Triplet","Fine-tuned":true,"End-to-End":true,"Dimension":"2048"}. This record does not assert independent reproduction. ### Radenovic et al. mAP: 92.7. Result ID: 6992939b3a6c3148490fe767. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM","Loss":"Siamese","Fine-tuned":true,"Dimension":"2048"}. This record does not assert independent reproduction. ### CiDeR mAP: 92. Result ID: 6992939b3a6c3148490fe76f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM","Loss":"ArcFace","Fine-tuned":false,"Dimension":"2048"}. This record does not assert independent reproduction. ### GLAM mAP: 91.1. Result ID: 6992939b3a6c3148490fe769. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM","Loss":"ArcFace","Fine-tuned":true,"Dimension":"512"}. This record does not assert independent reproduction. ### Liao et al. mAP: 90.3. Result ID: 6992939b3a6c3148490fe76d. [Reporting paper]() Recorded evaluation configuration: {"Train Set":"Oxford, Paris","Backbone":"AlexNet, VGG16","Pooling":"CroW","Loss":"Softmax, Local","Fine-tuned":true,"Dimension":"768"}. This record does not assert independent reproduction. ### DIR mAP: 86.3. Result ID: 6992939b3a6c3148490fe766. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"RMAC","Loss":"Triplet","Fine-tuned":true,"Dimension":"2048"}. This record does not assert independent reproduction. ### SOLAR mAP: 86.3. Result ID: 6992939b3a6c3148490fe768. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM","Loss":"Triplet, SOS","Fine-tuned":true,"Dimension":"2048"}. This record does not assert independent reproduction. ### DOLG mAP: 74.5. Result ID: 6992939b3a6c3148490fe76a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"SfM-120k","Backbone":"ResNet-101","Pooling":"GeM,GAP","Loss":"ArcFace","Fine-tuned":true,"Dimension":"512"}. This record does not assert independent reproduction. ### Salvador et al. mAP: 72.9. Result ID: 6992939b3a6c3148490fe76b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"Pascal VOC","Backbone":"VGG16","Pooling":"Global Sum Pooling","Loss":"Softmax, Local","Fine-tuned":true,"Dimension":"512"}. This record does not assert independent reproduction. ### Chen et al. mAP: 65.2. Result ID: 6992939b3a6c3148490fe76c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Set":"OpenImageV4","Backbone":"ResNet-50","Pooling":"MAC","Loss":"Softmax, Local","Fine-tuned":true,"Dimension":"2048"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.