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What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the DMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the DIQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the The StarCraft Multi-Agent Challenge paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the The StarCraft Multi-Agent Challenge paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the The StarCraft Multi-Agent Challenge paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the Heuristic model in the The StarCraft Multi-Agent Challenge paper on the SMAC MMM2 dataset?
Median Win Rate, Average Score
What metrics were used to measure the DDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the VDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the QMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_4s6z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the DDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the QMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the VDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 26m_vs_30m dataset?
Average Score, Median Win Rate
What metrics were used to measure the ACE model in the ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the DDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the DIQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the DMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the The StarCraft Multi-Agent Challenge paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the The StarCraft Multi-Agent Challenge paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the Heuristic model in the The StarCraft Multi-Agent Challenge paper on the SMAC corridor dataset?
Median Win Rate, Average Score
What metrics were used to measure the ACE model in the ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the DDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the DMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the DIQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the The StarCraft Multi-Agent Challenge paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the The StarCraft Multi-Agent Challenge paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the Heuristic model in the The StarCraft Multi-Agent Challenge paper on the SMAC 3s5z_vs_3s6z dataset?
Median Win Rate, Average Score
What metrics were used to measure the DDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the VDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the QMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 6h_vs_9z dataset?
Average Score, Median Win Rate
What metrics were used to measure the DDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the VDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the DMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the QMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC corridor_2z_vs_24zg dataset?
Average Score, Median Win Rate
What metrics were used to measure the DDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the DMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the VDN model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the The StarCraft Multi-Agent Challenge paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the QMIX model in the Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the DIQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the IQL model in the DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the Heuristic model in the The StarCraft Multi-Agent Challenge paper on the SMAC 27m_vs_30m dataset?
Median Win Rate, Average Score
What metrics were used to measure the DDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the DPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the DMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the QPLEX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the QMIX model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the VDN model in the A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning paper on the SMAC MMM2_7m2M1M_vs_9m3M1M dataset?
Average Score, Median Win Rate
What metrics were used to measure the DePlot+FlanPaLM+Codex (PoT Self-Consistency) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the DePlot+Codex (PoT Self-Consistency) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the PaLI-X (Single-task FT w/ OCR) model in the PaLI-X: On Scaling up a Multilingual Vision and Language Model paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the PaLI-X (Single-task FT) model in the PaLI-X: On Scaling up a Multilingual Vision and Language Model paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the PaLI-X (Multi-task FT) model in the PaLI-X: On Scaling up a Multilingual Vision and Language Model paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the DePlot+FlanPaLM (Self-Consistency) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the PaLI-3 model in the PaLI-3 Vision Language Models: Smaller, Faster, Stronger paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the PaLI-3 (w/ OCR) model in the PaLI-3 Vision Language Models: Smaller, Faster, Stronger paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the DePlot+FlanPaLM (CoT) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the Qwen-VL-Chat model in the Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the UniChart model in the UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the Qwen-VL model in the Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the StructChart+GPT3.5 (STR ChartQA+SimChart9K) model in the StructChart: Perception, Structuring, Reasoning for Visual Chart Understanding paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the MatCha model in the MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the StructChart+GPT3.5 (STR) model in the StructChart: Perception, Structuring, Reasoning for Visual Chart Understanding paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the Pix2Struct-large model in the Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the Pix2Struct-base model in the Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the VisionTapas-OCR model in the ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the DePlot+GPT3 (Self-Consistency) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the DePlot+GPT3 (CoT) model in the DePlot: One-shot visual language reasoning by plot-to-table translation paper on the ChartQA dataset?
1:1 Accuracy
What metrics were used to measure the crct - baseline model in the ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning paper on the RealCQA dataset?
1:1 Accuracy