# Bottommost object color inference (BC) on CLEVR Source: [Bottommost object color inference (BC) on CLEVR]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:38.029Z Evaluation of model performance on the specific visual reasoning task of inferring the color of the bottommost 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 | Bottommost object color inference (BC) | | Dataset (including any stated split) | CLEVR | | Metric | BC 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 - [BC Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | BC Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LBS (CE) | 84.09 | Not recorded | 68fa6f161e209131cea43d0f | | LBS | 83 | Not recorded | 68fa6f161e209131cea43d0f | | CE | 76.02 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 73.51 | Not recorded | 68fa6f161e209131cea43d0f | | DefGrid | 73.38 | Not recorded | 68fa6f161e209131cea43d0f | | SupCon | 66.04 | Not recorded | 68fa6f161e209131cea43d0f | | SimCLR | 63.77 | Not recorded | 68fa6f161e209131cea43d0f | | HoG | 58.69 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 55.52 | Not recorded | 68fa6f161e209131cea43d0f | | CLIP | 54.98 | Not recorded | 68fa6f161e209131cea43d0f | | GeoSSL | 21.61 | Not recorded | 68fa6f161e209131cea43d0f | | B-TCVAE | 20.04 | Not recorded | 68fa6f161e209131cea43d0f | | LtD-diff | 15.84 | Not recorded | 68fa6f161e209131cea43d0f | ### LBS (CE) BC Accuracy: 84.09. Result ID: 6990a6e43a6c314849022908. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### LBS BC Accuracy: 83. Result ID: 6990a6e43a6c31484902290e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### CE BC Accuracy: 76.02. Result ID: 6990a6e43a6c314849022904. [Reporting paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### E(2)-CNN BC Accuracy: 73.51. Result ID: 6990a6e43a6c314849022907. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### DefGrid BC Accuracy: 73.38. Result ID: 6990a6e43a6c31484902290d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### SupCon BC Accuracy: 66.04. Result ID: 6990a6e43a6c314849022905. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### SimCLR BC Accuracy: 63.77. Result ID: 6990a6e43a6c314849022909. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### HoG BC Accuracy: 58.69. Result ID: 6990a6e43a6c314849022910. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HoG"}. This record does not assert independent reproduction. ### E(2)-CNN BC Accuracy: 55.52. Result ID: 6990a6e43a6c31484902290a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### CLIP BC Accuracy: 54.98. Result ID: 6990a6e43a6c31484902290f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### GeoSSL BC Accuracy: 21.61. Result ID: 6990a6e43a6c31484902290c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### B-TCVAE BC Accuracy: 20.04. Result ID: 6990a6e43a6c31484902290b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### LtD-diff BC Accuracy: 15.84. Result ID: 6990a6e43a6c314849022906. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.