# TCL

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

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.

- [Multimodal Clinical Reasoning on AgentClinic\_M offline (test)](<https://www.sota2.com/research/sota/multimodal-clinical-reasoning-on-agentclinic_m-offline-test.md>): Multimodal Clinical Reasoning; AgentClinic\_M offline (test).

- [Clinical Reasoning on AgentClinic\_T offline (test)](<https://www.sota2.com/research/sota/clinical-reasoning-on-agentclinic_t-offline-test.md>): Clinical Reasoning; AgentClinic\_T offline (test).

- [Claim Verification on AIChartClaim](<https://www.sota2.com/research/sota/claim-verification-on-aichartclaim.md>): Claim Verification; AIChartClaim.

- [Clustering on NYTClust](<https://www.sota2.com/research/sota/clustering-on-nytclust.md>): Clustering; NYTClust.

- [Keypoint Matching on WILLOW-OBJECTCLASS](<https://www.sota2.com/research/sota/keypoint-matching-on-willow-objectclass.md>): Keypoint Matching; WILLOW-OBJECTCLASS.

- [Medical Diagnosis on AgentClinic OOD original (test)](<https://www.sota2.com/research/sota/medical-diagnosis-on-agentclinic-ood-original-test.md>): Medical Diagnosis; AgentClinic OOD original (test).

- [Graph Matching on WILLOW-ObjectClass (test)](<https://www.sota2.com/research/sota/graph-matching-on-willow-objectclass-test.md>): Graph Matching; WILLOW-ObjectClass (test).

- [Point cloud denoising on PointCleanNet Spread Dataset (test)](<https://www.sota2.com/research/sota/point-cloud-denoising-on-pointcleannet-spread-dataset-test.md>): Point cloud denoising; PointCleanNet Spread Dataset (test).

- [Point cloud denoising on PointCleanNet Outlier Dataset (test)](<https://www.sota2.com/research/sota/point-cloud-denoising-on-pointcleannet-outlier-dataset-test.md>): Point cloud denoising; PointCleanNet Outlier Dataset (test).

- [Keypoint Matching on Willow ObjectClass (test)](<https://www.sota2.com/research/sota/keypoint-matching-on-willow-objectclass-test.md>): Keypoint matching; Willow ObjectClass (test).

- [Continual Learning on MTCL-Bench Average](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-average.md>): Continual Learning; MTCL-Bench Average.

- [Continual Learning on MTCL-Bench Order L6](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l6.md>): Continual Learning; MTCL-Bench Order L6.

- [Continual Learning on MTCL-Bench Order L5](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l5.md>): Continual Learning; MTCL-Bench Order L5.

- [Continual Learning on MTCL-Bench Order L4](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l4.md>): Continual Learning; MTCL-Bench Order L4.

- [Continual Learning on MTCL-Bench Order L3](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l3.md>): Continual Learning; MTCL-Bench Order L3.

- [Continual Learning on MTCL-Bench Order L2](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l2.md>): Continual Learning; MTCL-Bench Order L2.

- [Continual Learning on MTCL-Bench Order L1](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench-order-l1.md>): Continual Learning; MTCL-Bench Order L1.

- [Interactive Medical Diagnosis on AgentClinic MedQA](<https://www.sota2.com/research/sota/interactive-medical-diagnosis-on-agentclinic-medqa.md>): Interactive Medical Diagnosis; AgentClinic MedQA.

- [Intent Classification on MassiveIntentClassification](<https://www.sota2.com/research/sota/intent-classification-on-massiveintentclassification.md>): Classification; MassiveIntentClassification.

- [Classification on SwissJudgementClassification](<https://www.sota2.com/research/sota/classification-on-swissjudgementclassification.md>): Classification; SwissJudgementClassification.

- [Continual Learning on MTCL-Bench](<https://www.sota2.com/research/sota/continual-learning-on-mtcl-bench.md>): Continual Learning; MTCL-Bench.

- [Point Cloud to Brick generation on PointCloud2Brick (test)](<https://www.sota2.com/research/sota/point-cloud-to-brick-generation-on-pointcloud2brick-test.md>): Point Cloud to Brick generation; PointCloud2Brick (test).

- [Clustering on BigPatentClustering v2](<https://www.sota2.com/research/sota/clustering-on-bigpatentclustering-v2.md>): Clustering; BigPatentClustering v2.

- [Text-conditioned protein design on Molinst-SwissProtCLAP](<https://www.sota2.com/research/sota/text-conditioned-protein-design-on-molinst-swissprotclap.md>): Text-conditioned protein design; Molinst-SwissProtCLAP.

- [Explanation generation on AIChartClaim (test)](<https://www.sota2.com/research/sota/explanation-generation-on-aichartclaim-test.md>): Explanation generation; AIChartClaim (test).

- [Explanation Generation on AIChartClaim](<https://www.sota2.com/research/sota/explanation-generation-on-aichartclaim.md>): Explanation Generation; AIChartClaim.

- [Explanation generation on AIChartClaim 1.0 (test)](<https://www.sota2.com/research/sota/explanation-generation-on-aichartclaim-1-0-test.md>): Explanation generation; AIChartClaim 1.0 (test).

- [Hierarchical Classification on PlantCLEF 2015](<https://www.sota2.com/research/sota/hierarchical-classification-on-plantclef-2015.md>): Hierarchical Classification; PlantCLEF 2015.

- [Evidence Retrieval on AIChartClaim (Rec@1, Rec@5, Rec@7)](<https://www.sota2.com/research/sota/evidence-retrieval-on-aichartclaim-rec-at-1-rec-at-5-rec-at-7.md>): Evidence Retrieval; AIChartClaim.

- [Evidence Retrieval on AIChartClaim](<https://www.sota2.com/research/sota/evidence-retrieval-on-aichartclaim.md>): Evidence Retrieval; AIChartClaim.

- [Agentic medical interaction on AgentClinic MedQA](<https://www.sota2.com/research/sota/agentic-medical-interaction-on-agentclinic-medqa.md>): Agentic medical interaction; AgentClinic MedQA.

- [Visual Question Answering on CONTEXTCLARIFY](<https://www.sota2.com/research/sota/visual-question-answering-on-contextclarify.md>): Visual Question Answering; CONTEXTCLARIFY.

- [Agentic medical interaction on AgentClinic-MIMIC OOD](<https://www.sota2.com/research/sota/agentic-medical-interaction-on-agentclinic-mimic-ood.md>): Agentic medical interaction; AgentClinic-MIMIC OOD.

- [3D Occupancy Reconstruction on Voxelized accumulated LiDAR pointcloud (test)](<https://www.sota2.com/research/sota/3d-occupancy-reconstruction-on-voxelized-accumulated-lidar-pointcloud-test.md>): 3D Occupancy Reconstruction; Voxelized accumulated LiDAR pointcloud (test).

- [Jet tagging on JETCLASS 1 (test)](<https://www.sota2.com/research/sota/jet-tagging-on-jetclass-1-test.md>): Jet tagging; JETCLASS 1 (test).

- [Independence testing on IndependentClouds (test)](<https://www.sota2.com/research/sota/independence-testing-on-independentclouds-test.md>): Independence testing; IndependentClouds (test).

- [Clock Tree Synthesis Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/clock-tree-synthesis-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Clock Tree Synthesis Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage S+P+C+R Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-s-plus-p-plus-c-plus-r-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage S+P+C+R Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage P+C+R Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-p-plus-c-plus-r-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage P+C+R Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage S+P+C Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-s-plus-p-plus-c-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage S+P+C Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage C+R Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-c-plus-r-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage C+R Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage P+C Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-p-plus-c-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage P+C Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Multi-stage S+P Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/multi-stage-s-plus-p-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Multi-stage S+P Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Routing Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/routing-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Routing Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Placement Tcl generation on AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs](<https://www.sota2.com/research/sota/placement-tcl-generation-on-autoeda-tcl-benchmark-10k-prompt-tcl-configuration-pairs.md>): Placement Tcl generation; AutoEDA Tcl Benchmark 10k prompt-Tcl configuration pairs.

- [Logic Synthesis Tcl generation on AutoEDA Tcl Benchmark 10k](<https://www.sota2.com/research/sota/logic-synthesis-tcl-generation-on-autoeda-tcl-benchmark-10k.md>): Logic Synthesis Tcl generation; AutoEDA Tcl Benchmark 10k.

- [Jet Classification on JETCLASS 2M](<https://www.sota2.com/research/sota/jet-classification-on-jetclass-2m.md>): Jet Classification; JETCLASS 2M.

- [Object Removal on User Study against ObjectClear](<https://www.sota2.com/research/sota/object-removal-on-user-study-against-objectclear.md>): Object Removal; User Study against ObjectClear.

- [Language Identification on TCL UTF-8 converted](<https://www.sota2.com/research/sota/language-identification-on-tcl-utf-8-converted.md>): Language Identification; TCL UTF-8 converted.

- [Clustering on RedditClustering P2P](<https://www.sota2.com/research/sota/clustering-on-redditclustering-p2p.md>): Clustering; RedditClustering P2P.

- [Music Retrieval on YT8M-MusicTextClips (test)](<https://www.sota2.com/research/sota/music-retrieval-on-yt8m-musictextclips-test.md>): Music Retrieval; YT8M-MusicTextClips (test).