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Computer Science - Test Set
| Name |
RanxHub ID |
MAP@100 |
MRR@10 |
NDCG@10 |
Full-text |
| BM25 + Mean
|
amdbfpse/cs/test/ikr3/bm25-mean |
0.1636935998097666 |
0.5457174984302889 |
0.26693194077061083 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + QA
|
amdbfpse/cs/test/ikr3/bm25-qa |
0.17876602135476927 |
0.5720634187695909 |
0.2848662607381339 |
Fine-TunedRe-Ranking PersonalizationQuery-Aware PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + QA
|
amdbfpse/cs/test/ikr3/bm25-bienc-qa |
0.2011139936470018 |
0.611702226424406 |
0.3114890530969009 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + Mean
|
amdbfpse/cs/test/ikr3/bm25-bienc-mean |
0.19922398305702083 |
0.6064014893320726 |
0.30804085426805106 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc
|
amdbfpse/cs/test/ikr3/bm25-bienc |
0.18208265233091048 |
0.5801722284522038 |
0.2890459287641638 |
Fine-TunedRe-Ranking Neural NetworkDeep LearningTransformer |
| BM25
|
amdbfpse/cs/test/ikr3/bm25 |
0.12250016476373904 |
0.4892777741130827 |
0.2245485237683848 |
Fine-TunedRetrieval ClassicProbabilistic |
Physics - Test Set
| Name |
RanxHub ID |
MAP@100 |
MRR@10 |
NDCG@10 |
Full-text |
| BM25 + Mean
|
amdbfpse/phy/test/ikr3/bm25-mean |
0.16436778539149025 |
0.5905328531035411 |
0.3118272928976512 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + QA
|
amdbfpse/phy/test/ikr3/bm25-qa |
0.17465504229949197 |
0.61797576659735 |
0.32718243674300546 |
Fine-TunedRe-Ranking PersonalizationQuery-Aware PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + QA
|
amdbfpse/phy/test/ikr3/bm25-bienc-qa |
0.18976694037573183 |
0.6477969520617965 |
0.34814058456884617 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + Mean
|
amdbfpse/phy/test/ikr3/bm25-bienc-mean |
0.189065706936736 |
0.6387980042786828 |
0.3450915861077577 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc
|
amdbfpse/phy/test/ikr3/bm25-bienc |
0.16977473892792513 |
0.6098794314039366 |
0.3213257374925779 |
Fine-TunedRe-Ranking Neural NetworkDeep LearningTransformer |
| BM25
|
amdbfpse/phy/test/ikr3/bm25 |
0.1276927071918605 |
0.5368405567274559 |
0.26877746678031655 |
Fine-TunedRetrieval ClassicProbabilistic |
Political Science - Test Set
| Name |
RanxHub ID |
MAP@100 |
MRR@10 |
NDCG@10 |
Full-text |
| BM25 + Mean
|
amdbfpse/ps/test/ikr3/bm25-mean |
0.16606392263180822 |
0.5504912580371898 |
0.2757958500464659 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + QA
|
amdbfpse/ps/test/ikr3/bm25-qa |
0.17692692719179504 |
0.5758198975128109 |
0.28939069631406383 |
Fine-TunedRe-Ranking PersonalizationQuery-Aware PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + QA
|
amdbfpse/ps/test/ikr3/bm25-bienc-qa |
0.19847290025838638 |
0.6119980141371217 |
0.3141345189563284 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + Mean
|
amdbfpse/ps/test/ikr3/bm25-bienc-mean |
0.19260206390101886 |
0.5976369620464109 |
0.3062581536089432 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc
|
amdbfpse/ps/test/ikr3/bm25-bienc |
0.18149917241446284 |
0.5763522615228652 |
0.29246081287402176 |
Fine-TunedRe-Ranking Neural NetworkDeep LearningTransformer |
| BM25
|
amdbfpse/ps/test/ikr3/bm25 |
0.13270557820444512 |
0.5022926300879057 |
0.24073239996931844 |
Fine-TunedRetrieval ClassicProbabilistic |
Psychology - Test Set
| Name |
RanxHub ID |
MAP@100 |
MRR@10 |
NDCG@10 |
Full-text |
| BM25 + Mean
|
amdbfpse/psy/test/ikr3/bm25-mean |
0.16728786078852065 |
0.5704587144428728 |
0.2841569572561065 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + QA
|
amdbfpse/psy/test/ikr3/bm25-qa |
0.1889963155598133 |
0.609194970925664 |
0.31121984213828263 |
Fine-TunedRe-Ranking PersonalizationQuery-Aware PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + QA
|
amdbfpse/psy/test/ikr3/bm25-bienc-qa |
0.21992412419980886 |
0.6561634449159203 |
0.34848047166109536 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc + Mean
|
amdbfpse/psy/test/ikr3/bm25-bienc-mean |
0.21974948121187401 |
0.6521017130284457 |
0.3470874949797735 |
Fine-TunedRe-Ranking PersonalizationLong-Term PersonalizationNeural NetworkDeep LearningTransformer |
| BM25 + BiEnc
|
amdbfpse/psy/test/ikr3/bm25-bienc |
0.20722043079600103 |
0.6341126512651265 |
0.3310706521762829 |
Fine-TunedRe-Ranking Neural NetworkDeep LearningTransformer |
| BM25
|
amdbfpse/psy/test/ikr3/bm25 |
0.1257721574187849 |
0.5118687097281156 |
0.23932599259309442 |
Fine-TunedRetrieval ClassicProbabilistic |
