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ResearchFormerly WizWand

Short Video Recommendation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

RecIF-Bench Short Video Rec

5.74Pass@1

20

Feb 26, 2026

Douyin Lite online A/B one-month (test)

35.7530-day Activity

4

May 13, 2026

Douyin online A/B one-month (test)

0.37930-day Activity

4

May 13, 2026

Taobao App Online Production (A/B test)

Position-aware Debias Quantile (PDQ)

2.49VV

3

Feb 26, 2026

3.11Pass@1

2

Apr 27, 2026

Kuaishou Lite Online A/B

OneRec-V2 (FP8 PTQ)

-1.8App Stay Time

1

Mar 13, 2026

Kuaishou Online A/B

OneRec-V2 (FP8 PTQ)

0.047App Stay Time

1

Mar 13, 2026

Kuaishou Lite Online A/B Production (test)

40.2App Stay Time

1

Feb 26, 2026

Kuaishou Online A/B Production (test)

21.7App Stay Time

1

Feb 26, 2026