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95 lines
1.6 KiB
JSON
95 lines
1.6 KiB
JSON
[
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{
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"system": "Cognee",
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"Human-like Correctness": 0.925,
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"Human-like Correctness Error": [
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0.911,
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0.94
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],
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"DeepEval Correctness": 0.846,
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"DeepEval Correctness Error": [
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0.83,
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0.863
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],
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"DeepEval EM": 0.687,
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"DeepEval EM Error": [
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0.661,
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0.717
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],
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"DeepEval F1": 0.841,
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"DeepEval F1 Error": [
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0.821,
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0.861
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]
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},
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{
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"system": "LightRAG",
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"Human-like Correctness": 0.955,
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"Human-like Correctness Error": [
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0.944,
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0.965
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],
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"DeepEval Correctness": 0.673,
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"DeepEval Correctness Error": [
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0.661,
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0.684
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],
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"DeepEval EM": 0.0,
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"DeepEval EM Error": [
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0.0,
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0.0
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],
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"DeepEval F1": 0.09,
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"DeepEval F1 Error": [
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0.087,
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0.094
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]
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},
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{
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"system": "Mem0",
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"Human-like Correctness": 0.722,
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"Human-like Correctness Error": [
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0.695,
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0.747
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],
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"DeepEval Correctness": 0.541,
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"DeepEval Correctness Error": [
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0.524,
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0.559
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],
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"DeepEval EM": 0.0,
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"DeepEval EM Error": [
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0.0,
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0.0
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],
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"DeepEval F1": 0.12,
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"DeepEval F1 Error": [
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0.114,
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0.127
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]
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},
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{
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"system": "Graphiti",
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"Human-like Correctness": 0.884,
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"Human-like Correctness Error": [
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0.802,
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0.954
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],
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"DeepEval Correctness": 0.74,
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"DeepEval Correctness Error": [
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0.659,
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0.816
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],
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"DeepEval EM": 0.46,
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"DeepEval EM Error": [
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0.32,
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0.6
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],
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"DeepEval F1": 0.695,
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"DeepEval F1 Error": [
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0.589,
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0.797
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]
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}
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]
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