# Emission

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

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.

- [Dust emission forecasting on Dust emission forecasting dataset](<https://www.sota2.com/research/sota/dust-emission-forecasting-on-dust-emission-forecasting-dataset.md>): Dust emission forecasting; Dust emission forecasting dataset.

- [Fossil fuel carbon emission prediction on Global fossil fuel carbon emission dataset](<https://www.sota2.com/research/sota/fossil-fuel-carbon-emission-prediction-on-global-fossil-fuel-carbon-emission-dataset.md>): Fossil fuel carbon emission prediction; Global fossil fuel carbon emission dataset.

- [Molecular Interaction Prediction on Chromophore Emission](<https://www.sota2.com/research/sota/molecular-interaction-prediction-on-chromophore-emission.md>): Molecular Interaction Prediction; Chromophore Emission.

- [Traffic Signal Control on Greenhouse-gas-emission-aware traffic management 16-lane four-way intersection (test)](<https://www.sota2.com/research/sota/traffic-signal-control-on-greenhouse-gas-emission-aware-traffic-management-16-lane-four-way-intersection-test.md>): Traffic Signal Control; Greenhouse-gas-emission-aware traffic management 16-lane four-way intersection (test).

- [Instrumental Variable Discovery on Gapminder Income → Emissions](<https://www.sota2.com/research/sota/instrumental-variable-discovery-on-gapminder-income-emissions.md>): Instrumental Variable Discovery; Gapminder Income → Emissions.

- [Chromophore-Solvent Interaction on Emission](<https://www.sota2.com/research/sota/chromophore-solvent-interaction-on-emission.md>): Chromophore-Solvent Interaction; Emission.

- [Structured Data Extraction on CO2 Emissions OOD Type-II](<https://www.sota2.com/research/sota/structured-data-extraction-on-co2-emissions-ood-type-ii.md>): Structured Data Extraction; CO2 Emissions OOD Type-II.

- [3D Emission Map Generation on Objaverse-Emission 500-asset](<https://www.sota2.com/research/sota/3d-emission-map-generation-on-objaverse-emission-500-asset.md>): 3D Emission Map Generation; Objaverse-Emission 500-asset.

- [Emission Map Generation on Objaverse-Emission 500-asset](<https://www.sota2.com/research/sota/emission-map-generation-on-objaverse-emission-500-asset.md>): Emission Map Generation; Objaverse-Emission 500-asset.

- [Albedo Map Generation on Objaverse-Emission 500-asset](<https://www.sota2.com/research/sota/albedo-map-generation-on-objaverse-emission-500-asset.md>): Albedo Map Generation; Objaverse-Emission 500-asset.

- [Knowledge Graph extraction from statistical CSV on WB CO2 Emissions OOD](<https://www.sota2.com/research/sota/knowledge-graph-extraction-from-statistical-csv-on-wb-co2-emissions-ood.md>): Knowledge Graph extraction from statistical CSV; WB CO2 Emissions OOD.

- [Wasserstein distance error bound estimation on Emissions real-world](<https://www.sota2.com/research/sota/wasserstein-distance-error-bound-estimation-on-emissions-real-world.md>): Wasserstein distance error bound estimation; Emissions real-world.