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Datasets:
OLAResearchX
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MemoryATHENA

Languages:
English
Tags:
experiment-metadata
question-answering
text-classification
memory-augmented-language-model
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MemoryATHENA
File size: 17,933 Bytes
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{"task_family": "QA", "task": "NQ", "condition": "engram_only", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 20.28, "F1": 28.18}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "engram_only", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 14.86, "F1": 33.28}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "engram_only", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 63.92, "F1": 69.18}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "engram_only", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 27.42, "MC2": 44.32, "MC3": 22.69, "mean": 31.47}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "engram_only", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 17.95, "F1": 25.92}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "NQ", "condition": "tri_E", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 20.2, "F1": 28.28}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "tri_E", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 14.96, "F1": 33.35}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "tri_E", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 64.05, "F1": 69.34}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "tri_E", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 26.93, "MC2": 44.18, "MC3": 22.64, "mean": 31.25}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "tri_E", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 18.19, "F1": 26.04}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "NQ", "condition": "tri_reader_advantage", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 22.72, "F1": 33.02}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "tri_reader_advantage", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 17.86, "F1": 34.6}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "tri_reader_advantage", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 62.78, "F1": 70.68}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "tri_reader_advantage", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 28.15, "MC2": 44.04, "MC3": 23.02, "mean": 31.74}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "tri_reader_advantage", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 15.62, "F1": 26.34}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "NQ", "condition": "mistral_to_llama_transfer", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 20.37, "F1": 29.98}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "mistral_to_llama_transfer", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 18.06, "F1": 36.4}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "mistral_to_llama_transfer", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 60.35, "F1": 67.39}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "mistral_to_llama_transfer", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 27.78, "MC2": 41.57, "MC3": 21.87, "mean": 30.41}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "mistral_to_llama_transfer", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 16.0, "F1": 25.17}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "NQ", "condition": "tri_E_GE_pair", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 12.86, "F1": 28.7}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "tri_E_GE_pair", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 16.44, "F1": 34.79}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "tri_E_GE_pair", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 33.7, "F1": 58.72}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "tri_E_GE_pair", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 27.54, "MC2": 43.4, "MC3": 22.72, "mean": 31.22}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "tri_E_GE_pair", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 8.7, "F1": 23.2}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "NQ", "condition": "tri_E_GH_pair", "split": "Natural Questions Open paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 10.56, "F1": 27.37}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "WebQA", "condition": "tri_E_GH_pair", "split": "WebQuestions/WebQA paper-aligned evaluation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 13.04, "F1": 33.75}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TriviaQA", "condition": "tri_E_GH_pair", "split": "rc.nocontext validation split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 43.75, "F1": 64.48}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "TruthfulQA", "condition": "tri_E_GH_pair", "split": "multiple_choice split", "metric_schema": "MC1/MC2/MC3/mean", "metrics_percent": {"MC1": 27.78, "MC2": 42.9, "MC3": 22.67, "mean": 31.12}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "QA", "task": "HotpotQA", "condition": "tri_E_GH_pair", "split": "distractor split", "metric_schema": "EM/F1", "metrics_percent": {"EM": 12.4, "F1": 25.03}, "model_repo": "OLAResearchX/memoryathena-qa-20260922", "notes": "single seed; labels used only for final scoring"}
{"task_family": "general-NLP", "task": "SST2", "condition": "vanilla_historical", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 81.07798165137615}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "MR", "condition": "vanilla_historical", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 75.6}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "CR", "condition": "vanilla_historical", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 74.0}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "RT", "condition": "vanilla_historical", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 74.671669793621}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "AGN", "condition": "vanilla_historical", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 73.23684210526316}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "Yahoo", "condition": "vanilla_historical", "split": "Yahoo Answers Topics paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 55.025}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "SST2", "condition": "tri_E", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 84.17431192660551}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "MR", "condition": "tri_E", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 81.0}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "CR", "condition": "tri_E", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 82.4}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "RT", "condition": "tri_E", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 82.36397748592871}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "AGN", "condition": "tri_E", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 72.9342105263158}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "Yahoo", "condition": "tri_E", "split": "Yahoo Answers Topics paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 57.50666666666666}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "SST2", "condition": "tri_reader_advantage_tau0", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 88.07339449541286}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "MR", "condition": "tri_reader_advantage_tau0", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 84.7}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "CR", "condition": "tri_reader_advantage_tau0", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 84.1}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "RT", "condition": "tri_reader_advantage_tau0", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 83.86491557223265}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "AGN", "condition": "tri_reader_advantage_tau0", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 76.64473684210527}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "Yahoo", "condition": "tri_reader_advantage_tau0", "split": "Yahoo Answers Topics paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 45.91}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy"}
{"task_family": "general-NLP", "task": "SST2", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 88.07339449541286}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}
{"task_family": "general-NLP", "task": "MR", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 84.7}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}
{"task_family": "general-NLP", "task": "CR", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 84.1}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}
{"task_family": "general-NLP", "task": "RT", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 83.86491557223265}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}
{"task_family": "general-NLP", "task": "AGN", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 76.64473684210527}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}
{"task_family": "general-NLP", "task": "Yahoo", "condition": "tri_reader_advantage_yahoo_tau1_posthoc", "split": "Yahoo Answers Topics paper-aligned evaluation", "metric_schema": "accuracy_percent", "metrics_percent": {"accuracy": 57.43166666666667}, "model_repo": "OLAResearchX/memoryathena-general-nlp-20260922", "notes": "domain-conditional PMI; labels used only for final accuracy; Yahoo tau=1 is post-hoc test sweep"}