# TINc

Source: [TINc](<https://www.sota2.com/research/dataset/tinc>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

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.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Matting on Distinction-646 (test)](<https://www.sota2.com/research/sota/matting-on-distinction-646-test.md>): Matting; Distinction-646 (test).

- [Natural Image Matting on Distinctions-646 (test)](<https://www.sota2.com/research/sota/natural-image-matting-on-distinctions-646-test.md>): Natural Image Matting; Distinctions-646 (test).

- [Out-of-Distribution Detection on TINc](<https://www.sota2.com/research/sota/out-of-distribution-detection-on-tinc.md>): Out-of-Distribution Detection; TINc.

- [Multi-agent software engineering coordination on SWE-bench distinct-shard topology](<https://www.sota2.com/research/sota/multi-agent-software-engineering-coordination-on-swe-bench-distinct-shard-topology.md>): Multi-agent software engineering coordination; SWE-bench distinct-shard topology.

- [Tracking on Five distinct trajectories R, O, B, T, and straight line (Evaluation)](<https://www.sota2.com/research/sota/tracking-on-five-distinct-trajectories-r-o-b-t-and-straight-line-evaluation.md>): Tracking; Five distinct trajectories R, O, B, T, and straight line (Evaluation).

- [Image Matting on Distinctions-646](<https://www.sota2.com/research/sota/image-matting-on-distinctions-646.md>): Image Matting; Distinctions-646.

- [Object Search on ProcTHOR 150 distinct maps (test)](<https://www.sota2.com/research/sota/object-search-on-procthor-150-distinct-maps-test.md>): Object Search; ProcTHOR 150 distinct maps (test).

- [Behavioral Steering on Anthropic Model-Written Evaluations Survival Instinct (test)](<https://www.sota2.com/research/sota/behavioral-steering-on-anthropic-model-written-evaluations-survival-instinct-test.md>): Behavioral Steering; Anthropic Model-Written Evaluations Survival Instinct (test).

- [UAV Path Planning on UAV Benchmark 56 distinct terrain scenarios (Terrains 41-56)](<https://www.sota2.com/research/sota/uav-path-planning-on-uav-benchmark-56-distinct-terrain-scenarios-terrains-41-56.md>): UAV Path Planning; UAV Benchmark 56 distinct terrain scenarios (Last 16 terrains (41-56)).

- [Personalized Image Generation on DreamBench 30 distinct personalized subjects](<https://www.sota2.com/research/sota/personalized-image-generation-on-dreambench-30-distinct-personalized-subjects.md>): Personalized Image Generation; DreamBench 30 distinct personalized subjects.

- [Target Retrieval on Websites (18 distinct)](<https://www.sota2.com/research/sota/target-retrieval-on-websites-18-distinct.md>): Target Retrieval; Websites (18 distinct).

- [Personalized Image Generation on 10 distinct content-style pairs](<https://www.sota2.com/research/sota/personalized-image-generation-on-10-distinct-content-style-pairs.md>): Personalized Image Generation; 10 distinct content-style pairs.

- [Event Attribution on GDELT 66 distinct monthly datasets (Daily Evaluation)](<https://www.sota2.com/research/sota/event-attribution-on-gdelt-66-distinct-monthly-datasets-daily-evaluation.md>): Event Attribution; GDELT 66 distinct monthly datasets (Daily Evaluation).

- [Event Attribution on GDELT Monthly Evaluation 66 distinct monthly datasets](<https://www.sota2.com/research/sota/event-attribution-on-gdelt-monthly-evaluation-66-distinct-monthly-datasets.md>): Event Attribution; GDELT Monthly Evaluation 66 distinct monthly datasets.

- [Text-to-3D Human Generation on 10 distinct text-to-3D human models](<https://www.sota2.com/research/sota/text-to-3d-human-generation-on-10-distinct-text-to-3d-human-models.md>): Text-to-3D Human Generation; 10 distinct text-to-3D human models.

- [Cluster Validity Index Evaluation on Synthetic dataset DA2 closer clusters but still distinct](<https://www.sota2.com/research/sota/cluster-validity-index-evaluation-on-synthetic-dataset-da2-closer-clusters-but-still-distinct.md>): Cluster Validity Index Evaluation; Synthetic dataset DA2 closer clusters but still distinct.

- [Humanoid Parkour on MuJoCo Multi-terrain Project Instinct](<https://www.sota2.com/research/sota/humanoid-parkour-on-mujoco-multi-terrain-project-instinct.md>): Humanoid Parkour; MuJoCo Multi-terrain Project Instinct.

- [Text-to-Image Generation on 80 distinct prompts (Portrait, Landscape, Painting, Objects) (test)](<https://www.sota2.com/research/sota/text-to-image-generation-on-80-distinct-prompts-portrait-landscape-painting-objects-test.md>): Text-to-Image Generation; 80 distinct prompts (Portrait, Landscape, Painting, Objects) (test).

- [Flood Extent Prediction on three spatially distinct floodplain regions (test)](<https://www.sota2.com/research/sota/flood-extent-prediction-on-three-spatially-distinct-floodplain-regions-test.md>): Flood extent prediction; three spatially distinct floodplain regions (test).

- [Preference Ranking on UltraFeedback Distinct (test)](<https://www.sota2.com/research/sota/preference-ranking-on-ultrafeedback-distinct-test.md>): Preference Ranking; UltraFeedback Distinct (test).

- [3D Scene Editing on 15 distinct single-task prompts](<https://www.sota2.com/research/sota/3d-scene-editing-on-15-distinct-single-task-prompts.md>): 3D Scene Editing; 15 distinct single-task prompts.

- [Robot Navigation on 100 distinct image-based environments complex (test)](<https://www.sota2.com/research/sota/robot-navigation-on-100-distinct-image-based-environments-complex-test.md>): Robot Navigation; 100 distinct image-based environments complex (test).

- [3D Semantic Mapping on SceneNet 60 distinct indoor scenes (rooms)](<https://www.sota2.com/research/sota/3d-semantic-mapping-on-scenenet-60-distinct-indoor-scenes-rooms.md>): 3D Semantic Mapping; SceneNet 60 distinct indoor scenes (rooms).

- [3D Semantic Mapping on SemanticKITTI (initial scan of 10 distinct sequences)](<https://www.sota2.com/research/sota/3d-semantic-mapping-on-semantickitti-initial-scan-of-10-distinct-sequences.md>): 3D Semantic Mapping; SemanticKITTI (initial scan of 10 distinct sequences).

- [Machine Translation on Ancient (extinct) languages](<https://www.sota2.com/research/sota/machine-translation-on-ancient-extinct-languages.md>): Machine Translation; Ancient (extinct) languages.

- [Motion and Object Tracking on MuJoCo Motion Tracking 8 distinct motions mjlab (Downstream evaluation)](<https://www.sota2.com/research/sota/motion-and-object-tracking-on-mujoco-motion-tracking-8-distinct-motions-mjlab-downstream-evaluation.md>): Motion and Object Tracking; MuJoCo Motion Tracking 8 distinct motions mjlab (Downstream evaluation).