# CID Source: [CID]() Collection index: [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 5. This is an index page, not the full collection. - [Next index page](): Follow this link to discover more pages. - [Novel View Synthesis on ACID](): Novel View Synthesis; ACID. - [Novel View Synthesis on ACID (test)](): Novel View Synthesis; ACID (test). - [New Intent Discovery on M-CID](): New Intent Discovery; M-CID. - [Text Detection on ICDAR Incidental Text 2015 (test)](): Text Detection; ICDAR Incidental Text 2015 (test). - [Regression on Crime Incidence](): Regression; Crime Incidence. - [Robotic Image Segmentation on OCID](): Robotic Image Segmentation; OCID. - [Multi-class Network Intrusion Detection on CICIDS 2017](): Multi-class Network Intrusion Detection; CICIDS 2017. - [Event Prediction on Chicago Accident](): Event Prediction; Chicago Accident. - [Super-Resolution on SCID 1.0 (test)](): Super-Resolution; SCID 1.0 (test). - [Binary Classification on CICIDS 2017](): Binary classification; CICIDS 2017. - [Camera Pose Estimation on ACID](): Camera pose estimation; ACID. - [Novel View Synthesis on ACID (Large)](): Novel View Synthesis; ACID (Large). - [Vehicle Recognition on ACIDS](): Vehicle Recognition; ACIDS. - [Binary Classification on CICIDS 2017 (test)](): Binary classification; CICIDS 2017 (test). - [Question Answering on SciDQA](): Question Answering; SciDQA. - [Anomaly Detection on CICIDS2017 (Security Metrics)](): Anomaly Detection; CICIDS2017. - [Novel View Synthesis on ACID 20 (test)](): Novel View Synthesis; ACID 20 (test). - [Information Retrieval on SCIDocs (nDCG@10)](): Information Retrieval; SCIDocs. - [Human Activity Recognition on ACIDS](): Human Activity Recognition; ACIDS. - [Traffic accident occurrence prediction on Iowa traffic accident dataset (test)](): Traffic accident occurrence prediction; Iowa traffic accident dataset (test). - [Sequential Experimental Design on ChemLex Acid–Amine Wetlab (complete matched replay suite)](): Complete matched replay suite; ChemLex Acid–Amine Wetlab (complete matched replay suite). - [Pose Estimation on ACID](): Pose Estimation; ACID. - [Intent Classification on MCID 10-shot](): Intent Classification; MCID 10-shot. - [Scientific Document Retrieval on SciDocs (dev)](): Scientific Document Retrieval; SciDocs (dev). - [Novel View Synthesis on RE10K to ACID generalization (test)](): Novel View Synthesis; RE10K to ACID generalization (test). - [Membership Inference Attack on SCIDOCS](): Membership Inference Attack; SCIDOCS. - [Novel View Synthesis on ACID zero-shot](): Novel View Synthesis; ACID zero-shot. - [Passage Reranking on SciDocs BEIR](): Passage Reranking; SciDocs BEIR. - [Information Retrieval on SCIDOCS (MAP@100, MRR@10, NDCG@10)](): Information Retrieval; SCIDOCS. - [Novel View Synthesis on ACID 16-view (test)](): Novel View Synthesis; ACID 16-view (test). - [Network Traffic Classification on CICIDS i.i.d. settings 2017](): Network Traffic Classification; CICIDS i.i.d. settings 2017. - [Retrieval on SCIDOCS (nDCG@10, Recall@100, AUC@10)](): Retrieval; SCIDOCS. - [Novel view rendering on ACID (medium overlap)](): Novel view rendering; ACID (medium overlap). - [Novel view rendering on ACID small overlap](): Novel view rendering; ACID small overlap. - [Time-series Anomaly Detection on CICIDS (A-R, R-A-R, V-ROC)](): Time-series Anomaly Detection; CICIDS. - [Multivariate Time Series Anomaly Detection on CICIDS](): Multivariate Time Series Anomaly Detection; CICIDS. - [Time-Series Anomaly Detection on CICIDS (AUC-PR Variants)](): Time-Series Anomaly Detection; CICIDS. - [Time Series Anomaly Detection on CICIDS (Affinity F1 and AUC-ROC)](): Time Series Anomaly Detection; CICIDS. - [Time Series Anomaly Detection on CICIDS (Affinity Metrics)](): Time Series Anomaly Detection; CICIDS. - [Anomaly Detection on CICIDS](): Anomaly Detection; CICIDS. - [Classification on CCID](): Classification; CCID. - [TSG Execution on 80 real-world incidents](): TSG Execution; 80 real-world incidents. - [Few-Shot Class Incremental Learning on CICIDS 2017](): Few-Shot Class Incremental Learning; CICIDS 2017. - [Reranking on SciDocs (test)](): Reranking; SciDocs (test). - [Section Identification on MedSecId Corpus](): Section Identification; MedSecId Corpus. - [Information Retrieval on SCIDOCS (test)](): Information Retrieval; SCIDOCS (test). - [Scene Extrapolation on ACID (test)](): Scene Extrapolation; ACID (test). - [Force Prediction on MD17 Salicylic acid](): Force Prediction; MD17 Salicylic acid. - [Suicide Detection on Reddit Suicide Detection (test)](): Suicide Detection; Reddit Suicide Detection (test). - [Verilog generation on CVDP cid03](): Verilog generation; CVDP cid03. - [Document Reranking on SCID](): Document Reranking; SCID. - [Two-view Novel View Synthesis on ACID](): Two-view Novel View Synthesis; ACID. - [Pose Estimation on ACID (test)](): Pose Estimation; ACID (test). - [Attention Map Prediction on W3DA Traffic Accident](): Attention Map Prediction; W3DA Traffic Accident. - [Novel View Synthesis on ACID (Average)](): Novel View Synthesis; ACID (Average). - [Novel View Synthesis on ACID Medium](): Novel View Synthesis; ACID Medium. - [Novel View Synthesis on ACID (Small)](): Novel View Synthesis; ACID (Small). - [Time Series Anomaly Detection on CICIDS](): Time Series Anomaly Detection; CICIDS. - [Image Editing on WorldEdit Acidity (test)](): Image Editing; WorldEdit Acidity (test). - [Recidivism Risk Prediction on COMPAS two-year recidivism (test)](): Recidivism risk prediction; COMPAS two-year recidivism (test). - [Scientific Document Representation Evaluation on SCIDOCS (test)](): Scientific Document Representation Evaluation; SCIDOCS (test). - [Molecular Dynamics Simulation on MD17 Salicylic Acid (test)](): Molecular Dynamics Simulation; MD17 Salicylic Acid (test). - [Energy Prediction on MD17 Salicylic acid](): Energy Prediction; MD17 Salicylic acid. - [Classification on incident\_type (test)](): Classification; incident\_type (test). - [Intrusion Detection on CICIDS 2017 (Accuracy, Precision, Recall, F1)](): Intrusion Detection; CICIDS 2017. - [Adversarial Detection on CICIDS 2017](): Adversarial Detection; CICIDS 2017. - [Segmentation on Acidosis Detection Dataset](): Segmentation; Acidosis Detection Dataset. - [Classification on Acidosis Detection Dataset](): Classification; Acidosis Detection Dataset. - [Corpus Stealing Attack on SciDocs v1 (test)](): Corpus Stealing Attack; SciDocs v1 (test). - [Intrusion Detection on XIIoT, UNSW, CICIDS17, CICIDS18, WUSTL Aggregate (test)](): Intrusion Detection; XIIoT, UNSW, CICIDS17, CICIDS18, WUSTL Aggregate (test). - [Intrusion Detection on CICIDS18 (test)](): Intrusion Detection; CICIDS18 (test). - [Intrusion Detection on CICIDS 2017 (test)](): Intrusion Detection; CICIDS17 (test). - [Incidentaloma classification on Incidentaloma classification (test)](): Incidentaloma classification; Incidentaloma classification (test). - [Multiple-choice reading comprehension on ViRCSoSciD](): Multiple-choice reading comprehension; ViRCSoSciD. - [Intent Classification on MCID 5-shot (test)](): Intent Classification; MCID 5-shot (test). - [Energy and force prediction on MD17 Salicylic acid (test)](): Energy and force prediction; MD17 Salicylic acid (test). - [Visual Grounding on RefCOCO, RefCOCO+, RefCOCOg, and OCID-Ref](): Visual Grounding; RefCOCO, RefCOCO+, RefCOCOg, and OCID-Ref. - [Language-guided Grasp Detection and Segmentation on OCID VLG (Multi-Split)](): Language-guided grasp detection and segmentation; OCID VLG (Multi-Split). - [View Reconstruction on ACID 2-view (test)](): View Reconstruction; ACID 2-view (test). - [Intent Classification on MCID 5-shot](): Intent Classification; MCID 5-shot.