# Fine-grained Image Hashing on Stanford Dogs Source: [Fine-grained Image Hashing on Stanford Dogs]() Collection index: [llms.txt]() Data updated: 2026-05-19T12:54:18.691Z Evaluation of Fine-grained Image Hashing performance on the Stanford Dogs dataset, typically measured using collision probability. 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 | Fine-grained Image Hashing | | Dataset (including any stated split) | Stanford Dogs | | Metric | Collision Probability | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 30 of 30 | | 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 - [Collision Probability](): Lower is better; unit: PERCENT. ## Recorded results | Method | Collision Probability | Result date | Report paper | | --- | --- | --- | --- | | CS3H | 0.2 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.2 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.43 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.46 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 2.16 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 2.31 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 3.34 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 3.83 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 4.4 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 4.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 4.8 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 5.1 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 11.21 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 11.3 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 14.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 18.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 21.2 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 23.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 23.6 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 27.6 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 37.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 38.6 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 45.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 47.4 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 53.3 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 73.4 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 90.6 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 112.5 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 118.4 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 127.8 | Not recorded | 6a0bef0ddbc836b87d82ca0f | ### CS3H Collision Probability: 0.2. Result ID: 6a0c5d67fbc373592c03f5e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.2. Result ID: 6a0c5d67fbc373592c03f5e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.43. Result ID: 6a0c5d67fbc373592c03f5dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.46. Result ID: 6a0c5d67fbc373592c03f5de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 2.16. Result ID: 6a0c5d67fbc373592c03f5d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 2.31. Result ID: 6a0c5d67fbc373592c03f5d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 3.34. Result ID: 6a0c5d67fbc373592c03f5d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 3.83. Result ID: 6a0c5d67fbc373592c03f5d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 4.4. Result ID: 6a0c5d67fbc373592c03f5e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 4.5. Result ID: 6a0c5d67fbc373592c03f5e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 4.8. Result ID: 6a0c5d67fbc373592c03f5df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 5.1. Result ID: 6a0c5d67fbc373592c03f5e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 11.21. Result ID: 6a0c5d67fbc373592c03f5cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 11.3. Result ID: 6a0c5d67fbc373592c03f5cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 14.5. Result ID: 6a0c5d67fbc373592c03f5dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 18.5. Result ID: 6a0c5d67fbc373592c03f5d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 21.2. Result ID: 6a0c5d67fbc373592c03f5da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 23.5. Result ID: 6a0c5d67fbc373592c03f5d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 23.6. Result ID: 6a0c5d67fbc373592c03f5db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 27.6. Result ID: 6a0c5d67fbc373592c03f5d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 37.5. Result ID: 6a0c5d67fbc373592c03f5d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 38.6. Result ID: 6a0c5d67fbc373592c03f5d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 45.5. Result ID: 6a0c5d67fbc373592c03f5cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 47.4. Result ID: 6a0c5d67fbc373592c03f5cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 53.3. Result ID: 6a0c5d67fbc373592c03f5ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 73.4. Result ID: 6a0c5d67fbc373592c03f5d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 90.6. Result ID: 6a0c5d67fbc373592c03f5ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 112.5. Result ID: 6a0c5d67fbc373592c03f5c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 118.4. Result ID: 6a0c5d67fbc373592c03f5c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 127.8. Result ID: 6a0c5d67fbc373592c03f5c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.