# KC

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

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 3. This is an index page, not the full collection.

- [Next index page](<https://www.sota2.com/research/dataset/kc.md?page=2>): Follow this link to discover more pages.

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

- [Sentence Simplification on TurkCorpus English (test)](<https://www.sota2.com/research/sota/sentence-simplification-on-turkcorpus-english-test.md>): Sentence Simplification; TurkCorpus English (test).

- [Counterspeech Generation on CheckCovid (cross generalization)](<https://www.sota2.com/research/sota/counterspeech-generation-on-checkcovid-cross-generalization.md>): Counterspeech Generation; CheckCovid (cross generalization).

- [Binary Classification on KC1 (test)](<https://www.sota2.com/research/sota/binary-classification-on-kc1-test.md>): Binary Classification; KC1 (test).

- [Revenue Ratio Analysis on Blockchain Mining MDP Model gamma=0](<https://www.sota2.com/research/sota/revenue-ratio-analysis-on-blockchain-mining-mdp-model-gamma-0.md>): Revenue Ratio Analysis; Blockchain Mining MDP Model gamma=0 (Evaluation).

- [Recommendation on Bookcrossing](<https://www.sota2.com/research/sota/recommendation-on-bookcrossing.md>): Recommendation; Bookcrossing.

- [Legal Translation on HKCFA Judgment 97-22](<https://www.sota2.com/research/sota/legal-translation-on-hkcfa-judgment-97-22.md>): Legal Translation; HKCFA Judgment 97-22.

- [Bayesian network structure discovery on blockchain](<https://www.sota2.com/research/sota/bayesian-network-structure-discovery-on-blockchain.md>): Bayesian network structure discovery; blockchain.

- [Classification on kc1](<https://www.sota2.com/research/sota/classification-on-kc1.md>): Classification; kc1.

- [Language Modeling on BookCorpus (test)](<https://www.sota2.com/research/sota/language-modeling-on-bookcorpus-test.md>): Language Modeling; BookCorpus (test).

- [Agentic Instruction Following on TaskCraft](<https://www.sota2.com/research/sota/agentic-instruction-following-on-taskcraft.md>): Agentic Instruction Following; TaskCraft.

- [Fact-checking on CheckCOVID](<https://www.sota2.com/research/sota/fact-checking-on-checkcovid.md>): Fact-checking; CheckCOVID.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.2](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-2.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.2.

- [Survival Analysis on TCGA-SKCM](<https://www.sota2.com/research/sota/survival-analysis-on-tcga-skcm.md>): Survival Analysis; TCGA-SKCM.

- [Formal Proof Generation on Blockchain Consensus Verification Lemmas (test)](<https://www.sota2.com/research/sota/formal-proof-generation-on-blockchain-consensus-verification-lemmas-test.md>): Formal Proof Generation; Blockchain Consensus Verification Lemmas (test).

- [Classification on kc1 1067](<https://www.sota2.com/research/sota/classification-on-kc1-1067.md>): Classification; kc1 1067.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.8](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-8.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.8.

- [Security protocol analysis on PKCS11 AEAD protocol](<https://www.sota2.com/research/sota/security-protocol-analysis-on-pkcs11-aead-protocol.md>): Security protocol analysis; PKCS11 AEAD protocol.

- [Masked Language Modeling on Wikipedia + BookCorpus (dev)](<https://www.sota2.com/research/sota/masked-language-modeling-on-wikipedia-plus-bookcorpus-dev.md>): Masked Language Modeling; Wikipedia + BookCorpus (dev).

- [Conflict Discrimination on MMKC (test)](<https://www.sota2.com/research/sota/conflict-discrimination-on-mmkc-test.md>): Conflict Discrimination; MMKC (test).

- [Agent Planning and Execution on TaskCraft](<https://www.sota2.com/research/sota/agent-planning-and-execution-on-taskcraft.md>): Agent Planning and Execution; TaskCraft.

- [Respiratory audio classification on UKCOV-CO-1](<https://www.sota2.com/research/sota/respiratory-audio-classification-on-ukcov-co-1.md>): Respiratory audio classification; UKCOV-CO-1.

- [Respiratory audio classification on UKCOV EX 1](<https://www.sota2.com/research/sota/respiratory-audio-classification-on-ukcov-ex-1.md>): Respiratory audio classification; UKCOV EX 1.

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

- [Cloud Removal on CUHKCR-EXT-CS](<https://www.sota2.com/research/sota/cloud-removal-on-cuhkcr-ext-cs.md>): Cloud Removal; CUHKCR-EXT-CS.

- [Cloud Removal on CUHKCR-EXT-GZ](<https://www.sota2.com/research/sota/cloud-removal-on-cuhkcr-ext-gz.md>): Cloud Removal; CUHKCR-EXT-GZ.

- [Text-to-Image Generation on T2I-FactBench MKCC](<https://www.sota2.com/research/sota/text-to-image-generation-on-t2i-factbench-mkcc.md>): Text-to-Image Generation; T2I-FactBench MKCC.

- [Text-to-Image Generation on T2I-FactBench SKCI](<https://www.sota2.com/research/sota/text-to-image-generation-on-t2i-factbench-skci.md>): Text-to-Image Generation; T2I-FactBench SKCI.

- [Text-to-Image Generation on T2I-FactBench SKCM](<https://www.sota2.com/research/sota/text-to-image-generation-on-t2i-factbench-skcm.md>): Text-to-Image Generation; T2I-FactBench SKCM.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation (γ=0.6)](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-6.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation (γ=0.6).

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.4](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-4.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.4.

- [Anomaly segmentation on KCH real 2D CT lesion data](<https://www.sota2.com/research/sota/anomaly-segmentation-on-kch-real-2d-ct-lesion-data.md>): Anomaly segmentation; KCH real 2D CT lesion data.

- [Cloud Removal on CUHKCR EXT-CS (CKNNA)](<https://www.sota2.com/research/sota/cloud-removal-on-cuhkcr-ext-cs-cknna.md>): Cloud Removal; CUHKCR EXT-CS.

- [Cloud Removal on CUHKCR-EXT-GZ (CKNNA)](<https://www.sota2.com/research/sota/cloud-removal-on-cuhkcr-ext-gz-cknna.md>): Cloud Removal; CUHKCR-EXT-GZ.

- [Grammatical Error Correction on AKCES-GEC](<https://www.sota2.com/research/sota/grammatical-error-correction-on-akces-gec.md>): Grammatical Error Correction; AKCES-GEC.

- [Stationary Linear Regression on KCHSD 1.0 (test)](<https://www.sota2.com/research/sota/stationary-linear-regression-on-kchsd-1-0-test.md>): Stationary Linear Regression; KCHSD 1.0 (test).

- [Stationary Linear Regression on 1KC 1.0 (test)](<https://www.sota2.com/research/sota/stationary-linear-regression-on-1kc-1-0-test.md>): Stationary Linear Regression; 1KC 1.0 (test).

- [Regression on KCHSD](<https://www.sota2.com/research/sota/regression-on-kchsd.md>): Regression; KCHSD.

- [Regression on 1KC (R-Squared)](<https://www.sota2.com/research/sota/regression-on-1kc-r-squared.md>): Regression; 1KC.

- [Text Simplification on TurkCorpus (test)](<https://www.sota2.com/research/sota/text-simplification-on-turkcorpus-test.md>): Text Simplification; TurkCorpus (test).

- [Conditional Text Generation on BookCorpus](<https://www.sota2.com/research/sota/conditional-text-generation-on-bookcorpus.md>): Conditional Text Generation; BookCorpus.

- [Speculative Decoding on Books BookCorpusOpen](<https://www.sota2.com/research/sota/speculative-decoding-on-books-bookcorpusopen.md>): Speculative Decoding; Books BookCorpusOpen.

- [Robotic Manipulation on ManiSkill2 StackCube (hybrid composition)](<https://www.sota2.com/research/sota/robotic-manipulation-on-maniskill2-stackcube-hybrid-composition.md>): Robotic Manipulation; ManiSkill2 StackCube (hybrid composition).

- [Robotic Manipulation on ManiSkill2 StackCube (static obstacles)](<https://www.sota2.com/research/sota/robotic-manipulation-on-maniskill2-stackcube-static-obstacles.md>): Robotic Manipulation; ManiSkill2 StackCube (static obstacles).

- [Survival Analysis on C4KC-KiTS](<https://www.sota2.com/research/sota/survival-analysis-on-c4kc-kits.md>): Survival Analysis; C4KC-KiTS.

- [Inverse Kinematics on Sawyer Robot Fixed Workcell Environment (Fixed Obstacles, Random Targets)](<https://www.sota2.com/research/sota/inverse-kinematics-on-sawyer-robot-fixed-workcell-environment-fixed-obstacles-random-targets.md>): Inverse Kinematics; Sawyer Robot Fixed Workcell Environment (Fixed Obstacles, Random Targets).

- [Safety Conflict Detection on Synthetic OR-VSKC constructed from 4D-OR (test)](<https://www.sota2.com/research/sota/safety-conflict-detection-on-synthetic-or-vskc-constructed-from-4d-or-test.md>): Safety Conflict Detection; Synthetic OR-VSKC constructed from 4D-OR (test).

- [Active Learning on KC1](<https://www.sota2.com/research/sota/active-learning-on-kc1.md>): Active Learning; KC1.

- [Classification on KC1 (ROC AUC)](<https://www.sota2.com/research/sota/classification-on-kc1-roc-auc.md>): Classification; KC1.

- [Tabular Classification on KC1](<https://www.sota2.com/research/sota/tabular-classification-on-kc1.md>): Tabular Classification; KC1.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.5](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-5.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.5.

- [Kinetic Parameter Prediction on EITLEM OOD kcat (test)](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-kcat-test.md>): Kinetic Parameter Prediction; EITLEM OOD kcat (test).

- [Anomaly Detection on SMKC holdout-C, anomaly rate 0.20 synthetic (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-smkc-holdout-c-anomaly-rate-0-20-synthetic-test.md>): Anomaly Detection; SMKC holdout-C, anomaly rate 0.20 synthetic (test).

- [Anomaly Detection on SMKC holdout-C, anomaly rate 0.10 synthetic (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-smkc-holdout-c-anomaly-rate-0-10-synthetic-test.md>): Anomaly Detection; SMKC holdout-C, anomaly rate 0.10 synthetic (test).

- [Anomaly Detection on SMKC holdout-C anomaly rate 0.05 synthetic (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-smkc-holdout-c-anomaly-rate-0-05-synthetic-test.md>): Anomaly Detection; SMKC holdout-C anomaly rate 0.05 synthetic (test).

- [Anomaly Detection on SMKC holdout-C, anomaly rate 0.01 synthetic (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-smkc-holdout-c-anomaly-rate-0-01-synthetic-test.md>): Anomaly Detection; SMKC holdout-C, anomaly rate 0.01 synthetic (test).

- [Sequential Recommendation on BookCrossing](<https://www.sota2.com/research/sota/sequential-recommendation-on-bookcrossing.md>): Sequential Recommendation; BookCrossing.

- [Dynamic View Synthesis on BARD-GS RubikCube](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-bard-gs-rubikcube.md>): Dynamic View Synthesis; BARD-GS RubikCube.

- [Full-Duplex Speech Interaction on Full-Duplex-Bench User Backchannel 1.5](<https://www.sota2.com/research/sota/full-duplex-speech-interaction-on-full-duplex-bench-user-backchannel-1-5.md>): Full-Duplex Speech Interaction; Full-Duplex-Bench User Backchannel 1.5.

- [Blockchain Platform Benchmarking on Blockchain Network Environments](<https://www.sota2.com/research/sota/blockchain-platform-benchmarking-on-blockchain-network-environments.md>): Blockchain Platform Benchmarking; Blockchain Network Environments.

- [Tabular Classification on 18 Tabular Datasets](<https://www.sota2.com/research/sota/tabular-classification-on-18-tabular-datasets.md>): Tabular Classification; 18 Tabular Datasets (kr-vs-kp, mfeat-factors, credit-g, vehicle, kc1, bank-marketing, blood-transfusion, cnae-9, nomao, phoneme, adult, segment, christine, jasmine, sylvine, riccardo, dilbert, fabert).

- [Multiclass classification on Blockchain Transaction Dataset (test)](<https://www.sota2.com/research/sota/multiclass-classification-on-blockchain-transaction-dataset-test.md>): Multiclass classification; Blockchain Transaction Dataset (test).

- [StackCube on Real-world StackCube](<https://www.sota2.com/research/sota/stackcube-on-real-world-stackcube.md>): StackCube; Real-world StackCube.

- [Language Modeling on BookCorpus (val)](<https://www.sota2.com/research/sota/language-modeling-on-bookcorpus-val.md>): Language Modeling; BookCorpus (val).

- [Robotic Manipulation on ManiSkill PickCube (50 evaluation episodes)](<https://www.sota2.com/research/sota/robotic-manipulation-on-maniskill-pickcube-50-evaluation-episodes.md>): Robotic Manipulation; ManiSkill PickCube (50 evaluation episodes).

- [Complex Manipulation on StackCube Fixed phi2 ManiSkill (test)](<https://www.sota2.com/research/sota/complex-manipulation-on-stackcube-fixed-phi2-maniskill-test.md>): Complex Manipulation; StackCube Fixed phi2 ManiSkill (test).

- [Complex Manipulation on StackCube Fixed phi1 ManiSkill (test)](<https://www.sota2.com/research/sota/complex-manipulation-on-stackcube-fixed-phi1-maniskill-test.md>): Complex Manipulation; StackCube Fixed phi1 ManiSkill (test).

- [Complex Manipulation on StackCube Fixed Base ManiSkill (test)](<https://www.sota2.com/research/sota/complex-manipulation-on-stackcube-fixed-base-maniskill-test.md>): Complex Manipulation; StackCube Fixed Base ManiSkill (test).

- [Fetal Brain Segmentation on KCL T2w](<https://www.sota2.com/research/sota/fetal-brain-segmentation-on-kcl-t2w.md>): Fetal Brain Segmentation; KCL T2w.

- [Interactive Learning on PickCan Noisy](<https://www.sota2.com/research/sota/interactive-learning-on-pickcan-noisy.md>): Interactive Learning; PickCan Noisy.

- [Interactive Learning on PickCan Accurate](<https://www.sota2.com/research/sota/interactive-learning-on-pickcan-accurate.md>): Interactive Learning; PickCan Accurate.

- [Text-to-Image Factuality Evaluation on T2I-FactualBench-SKCM 100](<https://www.sota2.com/research/sota/text-to-image-factuality-evaluation-on-t2i-factualbench-skcm-100.md>): Text-to-Image Factuality Evaluation; T2I-FactualBench-SKCM 100.

- [Robotic Manipulation on ManiSkill StackCube](<https://www.sota2.com/research/sota/robotic-manipulation-on-maniskill-stackcube.md>): Robotic Manipulation; ManiSkill StackCube.

- [Real estate appraisal on KC (test)](<https://www.sota2.com/research/sota/real-estate-appraisal-on-kc-test.md>): Real estate appraisal; KC (test).

- [Change Detection on CCS3D Bookcase v1 (test)](<https://www.sota2.com/research/sota/change-detection-on-ccs3d-bookcase-v1-test.md>): Change Detection; CCS3D Bookcase v1 (test).

- [Grammatical Error Correction on AKCES-GEC Czech (test)](<https://www.sota2.com/research/sota/grammatical-error-correction-on-akces-gec-czech-test.md>): Grammatical Error Correction; AKCES-GEC Czech (test).

- [StackCube on Rigid Objects Manipulation StackCube](<https://www.sota2.com/research/sota/stackcube-on-rigid-objects-manipulation-stackcube.md>): StackCube; Rigid Objects Manipulation StackCube.

- [Survival prediction on TCGA-SKCM (C-index, rank)](<https://www.sota2.com/research/sota/survival-prediction-on-tcga-skcm-c-index-rank.md>): Survival prediction; TCGA-SKCM.

- [Tumor Stage Classification on TCGA-SKCM](<https://www.sota2.com/research/sota/tumor-stage-classification-on-tcga-skcm.md>): Tumor stage classification; TCGA-SKCM.

- [Autoencoding on BookCorpus](<https://www.sota2.com/research/sota/autoencoding-on-bookcorpus.md>): Autoencoding; BookCorpus.