# Leftmost object color inference (LC) on CLEVR Source: [Leftmost object color inference (LC) on CLEVR]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:51.270Z Evaluation of the model's ability to perform Leftmost object color inference (LC) on 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 | Leftmost object color inference (LC) | | 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 | | --- | --- | --- | --- | | LBS (CE) | 81.79 | Not recorded | 68fa6f161e209131cea43d0f | | LBS | 80.47 | Not recorded | 68fa6f161e209131cea43d0f | | CE | 76.72 | Not recorded | 68fa6f161e209131cea43d0f | | DefGrid | 73.96 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 70.1 | Not recorded | 68fa6f161e209131cea43d0f | | SimCLR | 63.89 | Not recorded | 68fa6f161e209131cea43d0f | | SupCon | 63.82 | Not recorded | 68fa6f161e209131cea43d0f | | E(2)-CNN | 54.6 | Not recorded | 68fa6f161e209131cea43d0f | | HoG | 49.69 | Not recorded | 68fa6f161e209131cea43d0f | | CLIP | 39.1 | Not recorded | 68fa6f161e209131cea43d0f | | GeoSSL | 20.54 | Not recorded | 68fa6f161e209131cea43d0f | | B-TCVAE | 17.5 | Not recorded | 68fa6f161e209131cea43d0f | | LtD-diff | 14.01 | Not recorded | 68fa6f161e209131cea43d0f | ### LBS (CE) Accuracy: 81.79. Result ID: 6990a6e43a6c3148490228fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### LBS Accuracy: 80.47. Result ID: 6990a6e43a6c314849022901. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### CE Accuracy: 76.72. Result ID: 6990a6e43a6c3148490228f7. [Reporting paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### DefGrid Accuracy: 73.96. Result ID: 6990a6e43a6c314849022900. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### E(2)-CNN Accuracy: 70.1. Result ID: 6990a6e43a6c3148490228fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### SimCLR Accuracy: 63.89. Result ID: 6990a6e43a6c3148490228fc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### SupCon Accuracy: 63.82. Result ID: 6990a6e43a6c3148490228f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction. ### E(2)-CNN Accuracy: 54.6. Result ID: 6990a6e43a6c3148490228fd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### HoG Accuracy: 49.69. Result ID: 6990a6e43a6c314849022903. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HoG"}. This record does not assert independent reproduction. ### CLIP Accuracy: 39.1. Result ID: 6990a6e43a6c314849022902. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### GeoSSL Accuracy: 20.54. Result ID: 6990a6e43a6c3148490228ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### B-TCVAE Accuracy: 17.5. Result ID: 6990a6e43a6c3148490228fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction. ### LtD-diff Accuracy: 14.01. Result ID: 6990a6e43a6c3148490228f9. [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.