paper-with-me

Knowledge Tracing 벤치마크

Knowledge Tracing on EdNet

8개 결과 · ⬇ CSV · JSON

AUC

0.7523 0.7621 0.7718 0.7816 0.7914 2020-02 2026-11 SAINT — 0.7811 (2020-02-14) GIKT — 0.7523 (2020-09-13) SAINT+ — 0.7914 (2020-10-19) DKVMN — 0.7663 (2020-10-19) DKT — 0.7638 (2020-10-19) PEBG+DKT — 0.7765 (2020-12-09) PEBG+DKVMN — 0.7757 (2020-12-09) SAINT — 0.7811 (2020-02-14) SAINT+ — 0.7914 (2020-10-19)
RankModel AUCAcc PaperCodeYear
1 SAINT+ 0.791472.52 SAINT+: Integrating Temporal Features for EdNet Correctness Prediction arshadshk/SAINT-pytorch · Shivanandmn/SAINT_plus-Knowledge-Tracing- · Chang-Chia-Chi/SaintPlus-Knowledge-Tracing-Pytorch · +1 2020
2 SAINT 0.781173.68 Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing arshadshk/SAINT-pytorch · Shivanandmn/SAINT_plus-Knowledge-Tracing- · Shivanandmn/Knowledge-Tracing-SAINT · +2 2020
3 PEBG+DKT 0.7765– Improving Knowledge Tracing via Pre-training Question Embeddings lyf-1/PEBG 2020
4 PEBG+DKVMN 0.7757– Improving Knowledge Tracing via Pre-training Question Embeddings lyf-1/PEBG 2020
5 DKVMN 0.766370.79 SAINT+: Integrating Temporal Features for EdNet Correctness Prediction arshadshk/SAINT-pytorch · Shivanandmn/SAINT_plus-Knowledge-Tracing- · Chang-Chia-Chi/SaintPlus-Knowledge-Tracing-Pytorch · +1 2020
6 DKT 0.763870.6 SAINT+: Integrating Temporal Features for EdNet Correctness Prediction arshadshk/SAINT-pytorch · Shivanandmn/SAINT_plus-Knowledge-Tracing- · Chang-Chia-Chi/SaintPlus-Knowledge-Tracing-Pytorch · +1 2020
7 GIKT 0.7523– GIKT: A Graph-based Interaction Model for Knowledge Tracing apexedm/gikt · Rimoku/GIKT · ZhijieXiong/pyedmine · +1 2020
8 SAKT –70.73 SAINT+: Integrating Temporal Features for EdNet Correctness Prediction arshadshk/SAINT-pytorch · Shivanandmn/SAINT_plus-Knowledge-Tracing- · Chang-Chia-Chi/SaintPlus-Knowledge-Tracing-Pytorch · +1 2020
1–8 / 8 페이지당 10 20 50 100