BioBench Atlas
Taxonomy/Protein-protein binding/Antibody-antigen

Scientific domain

Antibody-antigen

Antibody specificity

抗体-抗原

8 registered benchmarks and tracks

dataset0 runs

AB-Bind

Antibody-focused mutational binding data with accompanying structures for computational affinity prediction.

PredictionClassificationRegressionOptimization
suite0 runs

AbBiBench

A framework using antibody–antigen complexes to evaluate affinity prediction and antibody redesign.

PredictionDesignGenerationOptimization
suite0 runs

Biology-Instructions

A multi-omics sequence-instruction suite with 21 formal predictive tasks across DNA, RNA, protein, and multi-molecule inputs; the final paper reports task-specific held-out evaluations rather than a single aggregate score.

PredictionClassificationRegressionScientific reasoning
competition3 runs

CAMEO

Weekly, automated, independent, blind evaluation of registered macromolecular structure-prediction servers on complete PDB entries whose experimental structures are withheld during prediction.

Prediction
competition0 runs

CASP

Biennial blind community experiments that assess macromolecular structure, complex, ligand, and model-accuracy prediction against experimental structures withheld during prediction.

Prediction
track0 runs

CASP17 Immune Complexes

Dedicated CASP17 category for blind prediction of antibody-antigen, nanobody-antigen, and T-cell receptor complex structures.

Prediction
track1 runs

CASP Protein Multimers

Formal CASP track assessing blind protein-complex predictions, including overall folds, interfaces, stoichiometry-free phases, and model-selection phases.

Prediction

Capability coverage

Registry records tagged Antibody-antigen, counted by capability.

CSV ↓
Accessible data table
CapabilityRecords
Prediction8
Classification3
Regression2
Design1
Generation1
Optimization2
Scientific reasoning1

Scientific Tasks in this domain

Antibody-antigen interactionCRISPR guide activity predictionEnhancer activity predictionEnhancer-promoter interaction predictionEpigenetic-mark predictionPromoter detectionProtein complex structure predictionProtein fluorescence predictionProtein function annotationProtein-ligand binding affinityProtein-ligand pose predictionProtein model quality assessmentProtein monomer structure predictionProtein solubility predictionProtein stability predictionRNA designRNA function classificationRNA modification predictionRNA processing and translation predictionRNA-protein interaction predictionsiRNA efficacy predictionTranscription-factor binding-site prediction

Task mappings are evidence-backed and may be partial for mixed suites.

Coverage-gap reading: zero counts indicate a gap in this registry, not proof that no benchmark exists. Propose a primary source through the contribution form.