Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Prompt Injection Attack research benchmarks · SOTA2 Research

Prompt Injection Attack

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0ASR @ 1 Attempt

32

Mar 16, 2026

Direct Scenario

2.88ASR

28

Apr 10, 2026

0ASR

27

Apr 10, 2026

64ASR@1

21

May 26, 2026

Tool-Completion (TCA)

0.12ASR

14

Feb 26, 2026

7.07Navigation Error

12

Feb 26, 2026

0Attack Success Rate (ASR)

11

May 1, 2026

86ASR

11

May 1, 2026

98Attack Success Rate (ASR)

9

May 1, 2026

AgentDojo Slack suite

AgentDojo Static Injection

14.4Baseline ASR

9

Feb 26, 2026

Claude-sonnet-4.5

80Attack Success Rate (ASR)

8

Jun 12, 2026

Tool-Completion Naive-e

15ASR

7

Feb 26, 2026

Tool-Completion TCA-e

56ASR

7

Feb 26, 2026

92ASR

6

May 1, 2026

AgentDojo 13 non-agent benchmarks

0Training Queries

6

Mar 16, 2026

Outdoor Navigation (test)

0NE

6

Feb 26, 2026

10.32Attack Success Rate (ASR)

4

May 12, 2026

100ASR

4

May 1, 2026

100ASR

4

May 1, 2026

Long Code Arena (LCA) project-level code completion 16K token contexts first 50 repositories medium context set

80Attack Success Rate (ASR)

4

May 1, 2026

Real-world Overall (test)

64.8ASR

2

Feb 26, 2026

Real-world Outdoor (test)

58.3ASR

2

Feb 26, 2026

Office Real-world (test)

54.2ASR

2

Feb 26, 2026

Real-world Home (test)

88.3ASR

2

Feb 26, 2026

Popular datasets

Real-world AgentDojo Tool-Completion MuSiQue SQuAD

Follow for updates

Join SOTA2 Contact