# Semantic Segmentation on Domains Campus Source: [Semantic Segmentation on Domains Campus]() Collection index: [llms.txt]() Data updated: 2026-06-01T09:28:02.313Z Evaluation of Semantic Segmentation performance on the Domains Campus dataset, reporting FAA and F scores. 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 | Semantic Segmentation | | Dataset (including any stated split) | Domains Campus | | Metric | FAA | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [FAA](): Higher is better; unit: PERCENT. - [F Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | FAA | Result date | Report paper | | --- | --- | --- | --- | | Task oracle | 47.5 | Not recorded | 6a1d1228dbd7150506f8404a | | Remembering by Reconstructing | 45.8 | Not recorded | 6a1d1228dbd7150506f8404a | | Joint FT | 45 | Not recorded | 6a1d1228dbd7150506f8404a | | CoLoR++ | 44.8 | Not recorded | 6a1d1228dbd7150506f8404a | | DRIFT | 43 | Not recorded | 6a1d1228dbd7150506f8404a | | Replay | 42.5 | Not recorded | 6a1d1228dbd7150506f8404a | | LoRA merging | 41 | Not recorded | 6a1d1228dbd7150506f8404a | | Naïve FT | 32.6 | Not recorded | 6a1d1228dbd7150506f8404a | | No FT | 30.2 | Not recorded | 6a1d1228dbd7150506f8404a | ### Task oracle FAA: 47.5. Result ID: 6a1d5086fbc373592c16d949. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Remembering by Reconstructing FAA: 45.8. Result ID: 6a1d5086fbc373592c16d948. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Joint FT FAA: 45. Result ID: 6a1d5086fbc373592c16d94a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoLoR++ FAA: 44.8. Result ID: 6a1d5086fbc373592c16d947. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DRIFT FAA: 43. Result ID: 6a1d5086fbc373592c16d945. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Replay FAA: 42.5. Result ID: 6a1d5086fbc373592c16d944. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LoRA merging FAA: 41. Result ID: 6a1d5086fbc373592c16d946. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Naïve FT FAA: 32.6. Result ID: 6a1d5086fbc373592c16d943. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### No FT FAA: 30.2. Result ID: 6a1d5086fbc373592c16d942. [Reporting 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.