# MARCH

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

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.

- [Disease progression prediction on Dutch Data Warehouse (DDW) March 2021 (test)](<https://www.sota2.com/research/sota/disease-progression-prediction-on-dutch-data-warehouse-ddw-march-2021-test.md>): Disease progression prediction; Dutch Data Warehouse (DDW) March 2021 (test).

- [Multi-hop Question Answering on MARCH](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-march.md>): Multi-hop Question Answering; MARCH.

- [Opinion Alignment on Wahl-O-Mat (WoM) March 2025 (test)](<https://www.sota2.com/research/sota/opinion-alignment-on-wahl-o-mat-wom-march-2025-test.md>): Opinion Alignment; Wahl-O-Mat (WoM) March 2025 (test).

- [Image Editing on Arena Analysis March 26, 2026 (test)](<https://www.sota2.com/research/sota/image-editing-on-arena-analysis-march-26-2026-test.md>): Image Editing; Arena Analysis March 26, 2026 (test).

- [AI-generated image detection on GenImage SD v1.4 March 2024](<https://www.sota2.com/research/sota/ai-generated-image-detection-on-genimage-sd-v1-4-march-2024.md>): AI-generated image detection; GenImage SD v1.4 March 2024.

- [Summarization on ArXiv March23](<https://www.sota2.com/research/sota/summarization-on-arxiv-march23.md>): Summarization; ArXiv March23.

- [Prospective paper impact forecasting on arXiv (March 2025)](<https://www.sota2.com/research/sota/prospective-paper-impact-forecasting-on-arxiv-march-2025.md>): Prospective paper impact forecasting; arXiv (March 2025).

- [Financial Trading on Cons. Disc. 16-stock universe April 2025 to March 2026](<https://www.sota2.com/research/sota/financial-trading-on-cons-disc-16-stock-universe-april-2025-to-march-2026.md>): Financial Trading; Cons. Disc. 16-stock universe April 2025 to March 2026.

- [Financial Trading on Biotech 16-stock universe April 2025 to March 2026](<https://www.sota2.com/research/sota/financial-trading-on-biotech-16-stock-universe-april-2025-to-march-2026.md>): Financial Trading; Biotech 16-stock universe April 2025 to March 2026.

- [Financial Trading on AI Tech 16-stock universe April 2025 to March 2026](<https://www.sota2.com/research/sota/financial-trading-on-ai-tech-16-stock-universe-april-2025-to-march-2026.md>): Financial Trading; AI Tech 16-stock universe April 2025 to March 2026.

- [30 day-ahead forecasting on Mumbai PM2.5 March](<https://www.sota2.com/research/sota/30-day-ahead-forecasting-on-mumbai-pm2-5-march.md>): 30 day-ahead forecasting; Mumbai PM2.5 March.

- [Osteoporosis Diagnosis on Osteoporosis Diagnosis Dataset Site C March 2018-December 2023 (internal test)](<https://www.sota2.com/research/sota/osteoporosis-diagnosis-on-osteoporosis-diagnosis-dataset-site-c-march-2018-december-2023-internal-test.md>): Osteoporosis Diagnosis; Osteoporosis Diagnosis Dataset Site C March 2018-December 2023 (internal test).

- [Osteoporosis Diagnosis on Osteoporosis Diagnosis Dataset Site B March 2018-December 2023 (internal test)](<https://www.sota2.com/research/sota/osteoporosis-diagnosis-on-osteoporosis-diagnosis-dataset-site-b-march-2018-december-2023-internal-test.md>): Osteoporosis Diagnosis; Osteoporosis Diagnosis Dataset Site B March 2018-December 2023 (internal test).

- [Osteoporosis Diagnosis on Osteoporosis Diagnosis Dataset Site A March 2018-December 2023 (test)](<https://www.sota2.com/research/sota/osteoporosis-diagnosis-on-osteoporosis-diagnosis-dataset-site-a-march-2018-december-2023-test.md>): Osteoporosis Diagnosis; Osteoporosis Diagnosis Dataset Site A March 2018-December 2023 (test).

- [Code Generation on LiveCodeBench Post-March 2025 V6 (Pass@1)](<https://www.sota2.com/research/sota/code-generation-on-livecodebench-post-march-2025-v6-pass-at-1.md>): Code Generation; LiveCodeBench Post-March 2025 V6.

- [Energy Arbitrage on New York State day-ahead electricity market (June 2018 - March 2021)](<https://www.sota2.com/research/sota/energy-arbitrage-on-new-york-state-day-ahead-electricity-market-june-2018-march-2021.md>): Energy Arbitrage; New York State day-ahead electricity market (June 2018 - March 2021).

- [Fact Extraction and Verification on FEVER leaderboard March 2019 (test)](<https://www.sota2.com/research/sota/fact-extraction-and-verification-on-fever-leaderboard-march-2019-test.md>): Fact Extraction and Verification; FEVER leaderboard March 2019 (test).

- [Lane Marking Detection on TuSimple lane marking challenge as of March 14, 2018 (test)](<https://www.sota2.com/research/sota/lane-marking-detection-on-tusimple-lane-marking-challenge-as-of-march-14-2018-test.md>): Lane Marking Detection; TuSimple lane marking challenge as of March 14, 2018 (test).

- [Underwater Acoustic Modulation Recognition on UAMR-ShiftBench Sea-Trial March](<https://www.sota2.com/research/sota/underwater-acoustic-modulation-recognition-on-uamr-shiftbench-sea-trial-march.md>): Underwater Acoustic Modulation Recognition; UAMR-ShiftBench Sea-Trial March.

- [Liquidity Provisioning ROI Evaluation on T5 pool real-world game data March 2025](<https://www.sota2.com/research/sota/liquidity-provisioning-roi-evaluation-on-t5-pool-real-world-game-data-march-2025.md>): Liquidity Provisioning ROI Evaluation; T5 pool real-world game data March 2025.

- [Liquidity Provisioning ROI Evaluation on E5 pool real-world game data March 2025](<https://www.sota2.com/research/sota/liquidity-provisioning-roi-evaluation-on-e5-pool-real-world-game-data-march-2025.md>): Liquidity Provisioning ROI Evaluation; E5 pool real-world game data March 2025.

- [Liquidity Provisioning ROI Evaluation on E30 pool real-world game data March 2025](<https://www.sota2.com/research/sota/liquidity-provisioning-roi-evaluation-on-e30-pool-real-world-game-data-march-2025.md>): Liquidity Provisioning ROI Evaluation; E30 pool real-world game data March 2025.

- [Liquidity Provisioning ROI Evaluation on E100 pool real-world game data March 2025](<https://www.sota2.com/research/sota/liquidity-provisioning-roi-evaluation-on-e100-pool-real-world-game-data-march-2025.md>): Liquidity Provisioning ROI Evaluation; E100 pool real-world game data March 2025.

- [Liquidity Provisioning ROI Evaluation on B30 pool real-world game data March 2025](<https://www.sota2.com/research/sota/liquidity-provisioning-roi-evaluation-on-b30-pool-real-world-game-data-march-2025.md>): Liquidity Provisioning ROI Evaluation; B30 pool real-world game data March 2025.

- [Electricity Price Forecasting on Australian National Electricity Market (NEM) March 2025 (test)](<https://www.sota2.com/research/sota/electricity-price-forecasting-on-australian-national-electricity-market-nem-march-2025-test.md>): Electricity Price Forecasting; Australian National Electricity Market (NEM) March 2025 (test).

- [Future Prediction on FUTUREWORLD March 30 to April 3, 2026](<https://www.sota2.com/research/sota/future-prediction-on-futureworld-march-30-to-april-3-2026.md>): Future Prediction; FUTUREWORLD March 30 to April 3, 2026.

- [Future Prediction on FUTUREX March 2026 Week 3 slice](<https://www.sota2.com/research/sota/future-prediction-on-futurex-march-2026-week-3-slice.md>): Future Prediction; FUTUREX March 2026 Week 3 slice.

- [Vision-Language Navigation on VLN-CE March 8th 2022 (test-unseen)](<https://www.sota2.com/research/sota/vision-language-navigation-on-vln-ce-march-8th-2022-test-unseen.md>): Vision-Language Navigation; VLN-CE March 8th 2022 (test-unseen).

- [Portfolio Optimization on 24 ETFs (US sector equities, international equities, US fixed income, and commodities) plus SPY benchmark January 2023 – March 2025 (test)](<https://www.sota2.com/research/sota/portfolio-optimization-on-24-etfs-us-sector-equities-international-equities-us-fixed-income-and-commodities-plus-spy-benchmark-january-2023-march-2025-test.md>): Portfolio Optimization; 24 ETFs (US sector equities, international equities, US fixed income, and commodities) plus SPY benchmark January 2023 – March 2025 (test).

- [Temperature Data Assimilation on GenCast Weather 1 degree Atmospheric Fields Jan–March 2022 (Evaluation)](<https://www.sota2.com/research/sota/temperature-data-assimilation-on-gencast-weather-1-degree-atmospheric-fields-jan-march-2022-evaluation.md>): Temperature Data Assimilation; GenCast Weather 1 degree Atmospheric Fields Jan–March 2022 (Evaluation).

- [SO2 concentration prediction on Ireland region dataset Average, March-April 2021](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-average-march-april-2021.md>): SO2 concentration prediction; Ireland region dataset Average, March-April 2021.

- [SO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 5)](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-5.md>): SO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 5).

- [SO2 concentration prediction on Ireland region dataset Fold 4 March-April 2021](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-fold-4-march-april-2021.md>): SO2 concentration prediction; Ireland region dataset Fold 4 March-April 2021.

- [SO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 3)](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-3.md>): SO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 3).

- [SO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 2)](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-2.md>): SO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 2).

- [SO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 1)](<https://www.sota2.com/research/sota/so2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-1.md>): SO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 1).

- [NO2 concentration prediction on Ireland region dataset Average March-April 2021](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-average-march-april-2021.md>): NO2 concentration prediction; Ireland region dataset Average March-April 2021.

- [NO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 5)](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-5.md>): NO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 5).

- [NO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 4)](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-4.md>): NO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 4).

- [NO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 3)](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-3.md>): NO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 3).

- [NO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 2)](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-2.md>): NO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 2).

- [NO2 concentration prediction on Ireland region dataset March-April 2021 (Fold 1)](<https://www.sota2.com/research/sota/no2-concentration-prediction-on-ireland-region-dataset-march-april-2021-fold-1.md>): NO2 concentration prediction; Ireland region dataset March-April 2021 (Fold 1).

- [Conventional Public Transport Design on NYC taxi data 20% request data, 9:00-13:00 March 1, 2024](<https://www.sota2.com/research/sota/conventional-public-transport-design-on-nyc-taxi-data-20-percent-request-data-9-00-13-00-march-1-2024.md>): Conventional Public Transport Design; NYC taxi data 20% request data, 9:00-13:00 March 1, 2024.

- [Organ transplantation policy evaluation on UNOS (March 2019)](<https://www.sota2.com/research/sota/organ-transplantation-policy-evaluation-on-unos-march-2019.md>): Organ transplantation policy evaluation; UNOS (March 2019).

- [Salinity field mapping on Douro river plume March 2018](<https://www.sota2.com/research/sota/salinity-field-mapping-on-douro-river-plume-march-2018.md>): Salinity field mapping; Douro river plume March 2018.

- [Performance Optimization on marchingCubes](<https://www.sota2.com/research/sota/performance-optimization-on-marchingcubes.md>): Performance Optimization; marchingCubes.

- [Dynamic Vehicle Routing on NYC Taxi Data (March 1, 2024 Subset)](<https://www.sota2.com/research/sota/dynamic-vehicle-routing-on-nyc-taxi-data-march-1-2024-subset.md>): Dynamic Vehicle Routing; NYC Taxi Data 20% request data, 9:00-13:00 March 1, 2024.

- [Electricity Demand Forecasting on New England Electricity Demand (Oct 2022 - Mar 2023, test)](<https://www.sota2.com/research/sota/electricity-demand-forecasting-on-new-england-electricity-demand-oct-2022-mar-2023-test.md>): Electricity Demand Forecasting; New England electricity demand October 2022 – March 2023 (test).

- [Generative Recommendation on Tencent WeChat Channels advertising traffic (March 7 to March 11, 2026)](<https://www.sota2.com/research/sota/generative-recommendation-on-tencent-wechat-channels-advertising-traffic-march-7-to-march-11-2026.md>): Generative Recommendation; Tencent WeChat Channels advertising traffic (March 7 to March 11, 2026).

- [SIR Model Calibration on Utah COVID-19 Incidence Data (Mar-May 2020)](<https://www.sota2.com/research/sota/sir-model-calibration-on-utah-covid-19-incidence-data-mar-may-2020.md>): SIR model calibration; Utah COVID-19 incidence data March-May 2020 (initial epidemic growth and early mitigation phase).

- [Spatio-temporal Interval Prediction on NYCbike (March)](<https://www.sota2.com/research/sota/spatio-temporal-interval-prediction-on-nycbike-march.md>): Spatio-temporal Interval Prediction; NYCbike (March).

- [Methane plume detection on EMIT (March)](<https://www.sota2.com/research/sota/methane-plume-detection-on-emit-march.md>): Methane plume detection; EMIT (March).

- [Ad Serving on Xiaohongshu Explore Feed Display Ads Online A/B Test (March 2025)](<https://www.sota2.com/research/sota/ad-serving-on-xiaohongshu-explore-feed-display-ads-online-a-b-test-march-2025.md>): Ad Serving; Xiaohongshu Explore Feed Display Ads Online A/B Test (March 2025).

- [Catalog Personalization on Dream11 6M users February - March 2025 (Online A/B Test Phase 1)](<https://www.sota2.com/research/sota/catalog-personalization-on-dream11-6m-users-february-march-2025-online-a-b-test-phase-1.md>): Catalog Personalization; Dream11 6M users February - March 2025 (Online A/B Test Phase 1).