# FSP

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

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.

- [Two-Player Zero-Sum Game Solving on Goofspiel 13 cards](<https://www.sota2.com/research/sota/two-player-zero-sum-game-solving-on-goofspiel-13-cards.md>): Two-Player Zero-Sum Game Solving; Goofspiel 13 cards.

- [Spatial Reasoning on RefSpatial](<https://www.sota2.com/research/sota/spatial-reasoning-on-refspatial.md>): Spatial Reasoning; RefSpatial.

- [Segment-level prediction on offspring 5-fold (val)](<https://www.sota2.com/research/sota/segment-level-prediction-on-offspring-5-fold-val.md>): segment-level prediction; offspring 5-fold (val).

- [Visual Reasoning on HR-Bench 4K FSP](<https://www.sota2.com/research/sota/visual-reasoning-on-hr-bench-4k-fsp.md>): Visual Reasoning; HR-Bench 4K FSP.

- [Cognitive and Psychological Spectrum Prediction on offspring data 25 fold (val)](<https://www.sota2.com/research/sota/cognitive-and-psychological-spectrum-prediction-on-offspring-data-25-fold-val.md>): Cognitive and Psychological spectrum prediction; offspring data 25 fold (val).

- [Document-level traits prediction on offspring data 25 fold cross-validation](<https://www.sota2.com/research/sota/document-level-traits-prediction-on-offspring-data-25-fold-cross-validation.md>): Document-level traits prediction; offspring data 25 fold cross-validation.

- [Spatial Reasoning on RefSpatial-Bench](<https://www.sota2.com/research/sota/spatial-reasoning-on-refspatial-bench.md>): Spatial Reasoning; RefSpatial-Bench.

- [Permutation Flow Shop Scheduling Problem on PFSP](<https://www.sota2.com/research/sota/permutation-flow-shop-scheduling-problem-on-pfsp.md>): Permutation Flow Shop Scheduling Problem; PFSP.

- [Polyp Segmentation on Five Standard Polyp Datasets (FSPD)](<https://www.sota2.com/research/sota/polyp-segmentation-on-five-standard-polyp-datasets-fspd.md>): Polyp Segmentation; Five Standard Polyp Datasets (FSPD).

- [High-Resolution Multimodal Reasoning on HR-Bench 8K FSP](<https://www.sota2.com/research/sota/high-resolution-multimodal-reasoning-on-hr-bench-8k-fsp.md>): High-Resolution Multimodal Reasoning; HR-Bench 8K FSP.

- [Flexible Flow Shop Problem on FFSP 20](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp-20.md>): Flexible Flow Shop Problem; FFSP 20.

- [Flexible Flow Shop Problem on FFSP100](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp100.md>): Flexible Flow Shop Problem; FFSP100.

- [Flexible Flow Shop Problem on FFSP50](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp50.md>): Flexible Flow Shop Problem; FFSP50.

- [Spatial Grounding on RefSpatial](<https://www.sota2.com/research/sota/spatial-grounding-on-refspatial.md>): Spatial Grounding; RefSpatial.

- [Embodied Pointing & Location on RefSpatial (All Split)](<https://www.sota2.com/research/sota/embodied-pointing-and-location-on-refspatial-all-split.md>): Embodied Pointing & Location; RefSpatial (All Split).

- [Spatio-temporal Action Detection on UCFSports](<https://www.sota2.com/research/sota/spatio-temporal-action-detection-on-ucfsports.md>): Spatio-temporal Action Detection; UCFSports.

- [Spatial Understanding on RefSpatial](<https://www.sota2.com/research/sota/spatial-understanding-on-refspatial.md>): Spatial Understanding; RefSpatial.

- [Online Scheduling on DFAFSP-MPD Condition IV: d=0.9, m1xm2=10x15, itotal=30 (test)](<https://www.sota2.com/research/sota/online-scheduling-on-dfafsp-mpd-condition-iv-d-0-9-m1xm2-10x15-itotal-30-test.md>): Online Scheduling; DFAFSP-MPD Condition IV: d=0.9, m1xm2=10x15, itotal=30 (test).

- [Online Scheduling on DFAFSP-MPD Condition III: d=0.7, m1xm2=7x10, itotal=15 (test)](<https://www.sota2.com/research/sota/online-scheduling-on-dfafsp-mpd-condition-iii-d-0-7-m1xm2-7x10-itotal-15-test.md>): Online Scheduling; DFAFSP-MPD Condition III: d=0.7, m1xm2=7x10, itotal=15 (test).

- [Online Scheduling on DFAFSP-MPD Condition II: d=0.5, m1xm2=5x10, itotal=10 (test)](<https://www.sota2.com/research/sota/online-scheduling-on-dfafsp-mpd-condition-ii-d-0-5-m1xm2-5x10-itotal-10-test.md>): Online Scheduling; DFAFSP-MPD Condition II: d=0.5, m1xm2=5x10, itotal=10 (test).

- [Online Scheduling on DFAFSP-MPD Condition I: d=0.3, m1xm2=3x6, itotal=5 (test)](<https://www.sota2.com/research/sota/online-scheduling-on-dfafsp-mpd-condition-i-d-0-3-m1xm2-3x6-itotal-5-test.md>): Online Scheduling; DFAFSP-MPD Condition I: d=0.3, m1xm2=3x6, itotal=5 (test).

- [Flexible Flow Shop Problem on FFSP20 1K instances 1.0 (test)](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp20-1k-instances-1-0-test.md>): Flexible Flow Shop Problem; FFSP20 1K instances 1.0 (test).

- [Spatial Reasoning on RefSpatial (val)](<https://www.sota2.com/research/sota/spatial-reasoning-on-refspatial-val.md>): Spatial Reasoning; RefSpatial (val).

- [Visual Reasoning on HR-Bench FSP 8K](<https://www.sota2.com/research/sota/visual-reasoning-on-hr-bench-fsp-8k.md>): Visual Reasoning; HR-Bench FSP 8K.

- [Flexible Flow Shop Problem on FFSP100 1K instances 1.0 (test)](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp100-1k-instances-1-0-test.md>): Flexible Flow Shop Problem; FFSP100 1K instances 1.0 (test).

- [Flexible Flow Shop Problem on FFSP50 1K instances 1.0 (test)](<https://www.sota2.com/research/sota/flexible-flow-shop-problem-on-ffsp50-1k-instances-1-0-test.md>): Flexible Flow Shop Problem; FFSP50 1K instances 1.0 (test).

- [Flowshop Scheduling Problem on FSP-car5](<https://www.sota2.com/research/sota/flowshop-scheduling-problem-on-fsp-car5.md>): Flowshop Scheduling Problem; FSP-car5.

- [Game Playing on Goofspiel Standard Benchmarks (test)](<https://www.sota2.com/research/sota/game-playing-on-goofspiel-standard-benchmarks-test.md>): Game Playing; Goofspiel Standard Benchmarks (test).

- [Spatial Referring on RefSpatial](<https://www.sota2.com/research/sota/spatial-referring-on-refspatial.md>): Spatial Referring; RefSpatial.

- [Flowshop Scheduling Problem on FSP-reC19](<https://www.sota2.com/research/sota/flowshop-scheduling-problem-on-fsp-rec19.md>): Flowshop Scheduling Problem; FSP-reC19.

- [Flowshop Scheduling Problem on FSP-hel2](<https://www.sota2.com/research/sota/flowshop-scheduling-problem-on-fsp-hel2.md>): Flowshop Scheduling Problem; FSP-hel2.

- [Dynamic Flexible Assembly Flow Shop Scheduling on DFAFSP-MPD (test)](<https://www.sota2.com/research/sota/dynamic-flexible-assembly-flow-shop-scheduling-on-dfafsp-mpd-test.md>): Dynamic Flexible Assembly Flow Shop Scheduling; DFAFSP-MPD (test).

- [Spatial Affordance Prediction on RefSpatial](<https://www.sota2.com/research/sota/spatial-affordance-prediction-on-refspatial.md>): Spatial Affordance Prediction; RefSpatial.

- [Embodied Referring on RefSpatial-Bench average](<https://www.sota2.com/research/sota/embodied-referring-on-refspatial-bench-average.md>): Embodied Referring; RefSpatial-Bench average.

- [Embodied Referring on RefSpatial-Bench unseen](<https://www.sota2.com/research/sota/embodied-referring-on-refspatial-bench-unseen.md>): Embodied Referring; RefSpatial-Bench unseen.

- [Embodied Referring on RefSpatial-Bench placement](<https://www.sota2.com/research/sota/embodied-referring-on-refspatial-bench-placement.md>): Embodied Referring; RefSpatial-Bench placement.

- [Embodied Referring on RefSpatial-Bench location](<https://www.sota2.com/research/sota/embodied-referring-on-refspatial-bench-location.md>): Embodied Referring; RefSpatial-Bench location.

- [2D & 3D Spatial Understanding on RefSpatialBench](<https://www.sota2.com/research/sota/2d-and-3d-spatial-understanding-on-refspatialbench.md>): 2D & 3D Spatial Understanding; RefSpatialBench.

- [Spatial Grounding on RefSpatialbench](<https://www.sota2.com/research/sota/spatial-grounding-on-refspatialbench.md>): Spatial Grounding; RefSpatialbench.

- [Multimodal Perception on HRbench-8K](<https://www.sota2.com/research/sota/multimodal-perception-on-hrbench-8k.md>): Multimodal Perception; HRbench-8K FSP FCP Overall.

- [Multimodal Perception on HRbench 4K FSP FCP Overall](<https://www.sota2.com/research/sota/multimodal-perception-on-hrbench-4k-fsp-fcp-overall.md>): Multimodal Perception; HRbench 4K FSP FCP Overall.

- [Molecular Property Prediction on Lipophilicity Small-dataset CliffSplit](<https://www.sota2.com/research/sota/molecular-property-prediction-on-lipophilicity-small-dataset-cliffsplit.md>): Molecular Property Prediction; Lipophilicity Small-dataset CliffSplit.

- [Molecular Property Prediction on FreeSolv Small-dataset (CliffSplit)](<https://www.sota2.com/research/sota/molecular-property-prediction-on-freesolv-small-dataset-cliffsplit.md>): Molecular Property Prediction; FreeSolv Small-dataset (CliffSplit).

- [Molecular Property Prediction on ESOL Small-dataset (CliffSplit)](<https://www.sota2.com/research/sota/molecular-property-prediction-on-esol-small-dataset-cliffsplit.md>): Molecular Property Prediction; ESOL Small-dataset (CliffSplit).

- [Spatial Understanding on RefSpatial-Bench](<https://www.sota2.com/research/sota/spatial-understanding-on-refspatial-bench.md>): Spatial Understanding; RefSpatial-Bench.

- [Model Family Identification on 48 diverse offspring models (test)](<https://www.sota2.com/research/sota/model-family-identification-on-48-diverse-offspring-models-test.md>): Model Family Identification; 48 diverse offspring models (6 base families) (test).

- [Game Playing on Control Goofspiel (test)](<https://www.sota2.com/research/sota/game-playing-on-control-goofspiel-test.md>): Game Playing; Control Goofspiel (test).

- [Embodied Localization on RefSpatial](<https://www.sota2.com/research/sota/embodied-localization-on-refspatial.md>): Embodied Localization; RefSpatial.

- [Permutation Flow Shop Scheduling Problem on PFSP Large 70–100 jobs](<https://www.sota2.com/research/sota/permutation-flow-shop-scheduling-problem-on-pfsp-large-70-100-jobs.md>): Permutation Flow Shop Scheduling Problem; PFSP Large 70–100 jobs.

- [Permutation Flow Shop Scheduling Problem on PFSP Medium 40-60 jobs](<https://www.sota2.com/research/sota/permutation-flow-shop-scheduling-problem-on-pfsp-medium-40-60-jobs.md>): Permutation Flow Shop Scheduling Problem; PFSP Medium 40-60 jobs.

- [Permutation Flow Shop Scheduling Problem on PFSP Small 10–30 jobs](<https://www.sota2.com/research/sota/permutation-flow-shop-scheduling-problem-on-pfsp-small-10-30-jobs.md>): Permutation Flow Shop Scheduling Problem; PFSP Small 10–30 jobs.

- [Fingerprinting on LLaMA offspring models](<https://www.sota2.com/research/sota/fingerprinting-on-llama-offspring-models.md>): Fingerprinting; LLaMA offspring models.

- [Spatial Referring Expression Comprehension on RefSpatial](<https://www.sota2.com/research/sota/spatial-referring-expression-comprehension-on-refspatial.md>): Spatial Referring Expression Comprehension; RefSpatial.

- [Outcome Prediction on PANSS-FSPS Active taVNS group (val)](<https://www.sota2.com/research/sota/outcome-prediction-on-panss-fsps-active-tavns-group-val.md>): Outcome Prediction; PANSS-FSPS Active taVNS group (val).

- [Multi-agent Game Playing on Goofspiel 8 point cards](<https://www.sota2.com/research/sota/multi-agent-game-playing-on-goofspiel-8-point-cards.md>): Multi-agent Game Playing; Goofspiel 8 point cards.