# Rightmost object color inference (RC) on CLEVR Source: [Rightmost object color inference (RC) on CLEVR]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:51.249Z Evaluation of model performance on the specific visual reasoning task of inferring the color of the rightmost object within the CLEVR dataset. 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 | Rightmost object color inference (RC) | | Dataset (including any stated split) | CLEVR | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SupCon | 98.75 | Not recorded | 68fa6f161e209131cea43d0f | | CE | 98.71 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 98.5 | Not recorded | 68fa6f161e209131cea43d0f | | LBS (CE) | 97.49 | Not recorded | 68fa6f161e209131cea43d0f | | LBS | 84.31 | Not recorded | 68fa6f161e209131cea43d0f | | DefGrid | 73.81 | Not recorded | 68fa6f161e209131cea43d0f | | LtD-diff | 62.29 | Not recorded | 68fa6f161e209131cea43d0f | | SimCLR | 60.61 | Not recorded | 68fa6f161e209131cea43d0f | | HoG | 56.83 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 53.5 | Not recorded | 68fa6f161e209131cea43d0f | | CLIP | 37.39 | Not recorded | 68fa6f161e209131cea43d0f | | GeoSSL | 20.16 | Not recorded | 68fa6f161e209131cea43d0f | | B-TCVAE | 17.09 | Not recorded | 68fa6f161e209131cea43d0f | ### SupCon Accuracy: 98.75. Result ID: 6990a6e43a6c3148490228eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### CE Accuracy: 98.71. Result ID: 6990a6e43a6c3148490228ea. [Reporting paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### E(2)-CNN Accuracy: 98.5. Result ID: 6990a6e43a6c3148490228ed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### LBS (CE) Accuracy: 97.49. Result ID: 6990a6e43a6c3148490228ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### LBS Accuracy: 84.31. Result ID: 6990a6e43a6c3148490228f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### DefGrid Accuracy: 73.81. Result ID: 6990a6e43a6c3148490228f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### LtD-diff Accuracy: 62.29. Result ID: 6990a6e43a6c3148490228ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### SimCLR Accuracy: 60.61. Result ID: 6990a6e43a6c3148490228ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### HoG Accuracy: 56.83. Result ID: 6990a6e43a6c3148490228f6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HoG"}. This record does not assert independent reproduction. ### E(2)-CNN Accuracy: 53.5. Result ID: 6990a6e43a6c3148490228f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### CLIP Accuracy: 37.39. Result ID: 6990a6e43a6c3148490228f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### GeoSSL Accuracy: 20.16. Result ID: 6990a6e43a6c3148490228f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### B-TCVAE Accuracy: 17.09. Result ID: 6990a6e43a6c3148490228f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.