# ANH Source: [ANH]() 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 1. This is an index page, not the full collection. - [Traffic Signal Control on Manhattan 28x7](): Traffic Signal Control; Manhattan 28×7. - [Traffic Signal Control on Manhattan 16×3](): Traffic Signal Control; Manhattan 16×3. - [Ramp Metering on NYC Manhattan (out-of-domain)](): Ramp Metering; NYC Manhattan (out-of-domain). - [Subway Scheduling on NYC Manhattan (out-of-domain)](): Subway Scheduling; NYC Manhattan (out-of-domain). - [Taxi Dispatching on NYC Manhattan (in-domain)](): Taxi Dispatching; NYC Manhattan (in-domain). - [Bus Scheduling on NYC Manhattan (in-domain)](): Bus Scheduling; NYC Manhattan (in-domain). - [Signal Control on NYC Manhattan (in-domain)](): Signal Control; NYC Manhattan (in-domain). - [Adaptive Traffic Signal Control on Manhattan2668 (Holiday Rush)](): Adaptive Traffic Signal Control; Manhattan2668 (Holiday Rush). - [Adaptive Traffic Signal Control on Manhattan2668 Adverse Weather](): Adaptive Traffic Signal Control; Manhattan2668 Adverse Weather. - [Adaptive Traffic Signal Control on Manhattan2668 Peak Transition](): Adaptive Traffic Signal Control; Manhattan2668 Peak Transition. - [Adaptive Traffic Signal Control on Manhattan2668](): Adaptive Traffic Signal Control; Manhattan2668. - [Speech Recognition on Haitan internal anhui (test)](): Speech Recognition; Haitan internal anhui (test). - [Multi-domain Stain Transfer on Human Kidney Dataset ANHIR (test)](): Multi-domain Stain Transfer; Human Kidney Dataset ANHIR (test). - [Multi-domain Stain Transfer on Human Lung Lesion Dataset ANHIR (test)](): Multi-domain Stain Transfer; Human Lung Lesion Dataset ANHIR (test). - [Multi-stain histopathology registration on ANHIR (test)](): Multi-stain histopathology registration; ANHIR (test). - [3D Indoor Scene Synthesis on Conventional Manhattan environments standard (test)](): 3D Indoor Scene Synthesis; Conventional Manhattan environments standard (test). - [Causal Discovery on TANH-laplace-50-100 synthetic graphs](): Causal Discovery; TANH-laplace-50-100 synthetic graphs. - [Causal Discovery on TANH-laplace-20-40 synthetic graphs](): Causal Discovery; TANH-laplace-20-40 synthetic graphs. - [Causal Discovery on TANH-laplace-10-20 synthetic graphs](): Causal Discovery; TANH-laplace-10-20 synthetic graphs. - [Next-frame video prediction on VanHateren (test)](): Next-frame video prediction; VanHateren (test). - [Next-frame video prediction on VanHateren (train)](): Next-frame video prediction; VanHateren (train). - [Adversarial Robustness Verification on ERAN MNIST 6x500 tanh (100 images)](): Adversarial Robustness Verification; ERAN MNIST 6x500 tanh (100 images). - [Worst-slab coverage (WSC) on ANH](): Worst-slab coverage (WSC); ANH. - [Marginal Prediction Length on Anaheim (ANH)](): Marginal Prediction Length; Anaheim (ANH). - [Regression on Anaheim (ANH)](): Regression; Anaheim (ANH). - [Node Regression on ANH (test)](): Node Regression; ANH (test). - [Shortest Path Distance Estimation on Manhattan graph OSMnx (test)](): Shortest Path Distance Estimation; Manhattan graph OSMnx (test). - [Shortest Path Distance Estimation on Manhattan graph OSMnx (val)](): Shortest Path Distance Estimation; Manhattan graph OSMnx (val). - [Manhattan Taxi Ride Modeling on Manhattan taxi trajectory shortest-paths](): Manhattan Taxi Ride Modeling; Manhattan taxi trajectory shortest-paths. - [Generalization prediction on SmallCNN Zoo CIFAR-10-GS both activations ReLU Tanh (test)](): Generalization prediction; SmallCNN Zoo CIFAR-10-GS both activations ReLU Tanh (test). - [Generalization prediction on SmallCNN Zoo SVHN-GS Tanh (test)](): Generalization prediction; SmallCNN Zoo SVHN-GS Tanh (test). - [Generalization prediction on SmallCNN Zoo CIFAR-10-GS Tanh (test)](): Generalization prediction; SmallCNN Zoo CIFAR-10-GS Tanh (test). - [Pose Graph Optimization on Manhattan 2D](): Pose Graph Optimization; Manhattan 2D. - [Spatial Density Generation on NYC Uber pickups Manhattan road metric graph 2014 (test)](): Spatial Density Generation; NYC Uber pickups Manhattan road metric graph 2014 (test). - [World Modeling on Manhattan taxi rides](): World Modeling; Manhattan taxi rides. - [Unsanitary Condition Estimation on Newark and Manhattan Urban Event Reports 20% (test)](): Unsanitary Condition Estimation; Newark and Manhattan Urban Event Reports 20% (test). - [Abandoned Property Estimation on Newark and Manhattan Urban Event Reports 20% (test)](): Abandoned Property Estimation; Newark and Manhattan Urban Event Reports 20% (test). - [Parking Violation Estimation on Newark and Manhattan Urban Event Reports 20% (test)](): Parking Violation Estimation; Newark and Manhattan Urban Event Reports 20% (test). - [Full Scene Synthesis on Full Scene Synthesis non-Manhattan (all)](): Full Scene Synthesis; Full Scene Synthesis non-Manhattan (all). - [Reading Order Inference on ALTO 11-page corpus Mixed near-Manhattan regime n=3](): Reading Order Inference; ALTO 11-page corpus Mixed near-Manhattan regime n=3. - [Reading Order Inference on ALTO 11-page corpus n=4 (Manhattan-ceiling)](): Reading Order Inference; ALTO 11-page corpus n=4 (Manhattan-ceiling). - [Reachability Analysis on 6D Quadrotor tanh NN](): Reachability Analysis; 6D Quadrotor tanh NN. - [HLS Design Optimization on getTanh](): HLS Design Optimization; getTanh. - [Jacobian computation on HumanHeartDipole](): Jacobian computation; HumanHeartDipole. - [Finding Optimal Elimination Order on HumanHeartDipole](): Finding Optimal Elimination Order; HumanHeartDipole. - [Coordinate Reconstruction on Manhattan](): Coordinate Reconstruction; Manhattan. - [Appearance Rendering on GaussianHair Long](): Appearance Rendering; GaussianHair Long. - [Appearance Rendering on GaussianHair Short](): Appearance Rendering; GaussianHair Short. - [Appearance Rendering on GaussianHair Curly](): Appearance Rendering; GaussianHair Curly. - [Conservation-law prediction on tanh out-of-distribution flux function](): Conservation-law prediction; tanh out-of-distribution flux function. - [Classification on Synth tanh+G (5-fold CV)](): Classification; Synth tanh+G (5-fold CV). - [Expansion Count Reduction on OSMnx road network Manhattan 4.6K](): Expansion Count Reduction; OSMnx road network Manhattan 4.6K. - [Pose Graph Optimization on Manhattan](): Pose Graph Optimization; Manhattan. - [Model Allocation on BrazilianHousesR](): Model Allocation; BrazilianHousesR.