# Link Prediction on COLAB (last three snapshots) Source: [Link Prediction on COLAB (last three snapshots)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:42.792Z Evaluation of Link Prediction performance on the COLAB dataset using the last three snapshots, measured using AUC, AP, and MRR. 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 | Link Prediction | | Dataset (including any stated split) | COLAB (last three snapshots) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [AUC](): Higher is better; unit: PERCENT. - [AP](): Higher is better; unit: PERCENT. - [MRR](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | teneNCE | 0.8825 | Not recorded | 68fa748a1e209131cea6250b | | VGRNN | 0.8656 | Not recorded | 68fa748a1e209131cea6250b | | DySAT | 0.861 | Not recorded | 68fa748a1e209131cea6250b | | Euler | 0.8593 | Not recorded | 68fa748a1e209131cea6250b | | EvolveGCN-H | 0.8148 | Not recorded | 68fa748a1e209131cea6250b | | EvolveGCN-O | 0.8063 | Not recorded | 68fa748a1e209131cea6250b | ### teneNCE AUC: 0.8825. Result ID: 69934ae33a6c31484914fab6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGRNN AUC: 0.8656. Result ID: 69934ae33a6c31484914fab1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DySAT AUC: 0.861. Result ID: 69934ae33a6c31484914fab2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Euler AUC: 0.8593. Result ID: 69934ae33a6c31484914fab5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EvolveGCN-H AUC: 0.8148. Result ID: 69934ae33a6c31484914fab3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"type":"H"}. This record does not assert independent reproduction. ### EvolveGCN-O AUC: 0.8063. Result ID: 69934ae33a6c31484914fab4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"type":"O"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.