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LLM Stats
DROP
DROP (Discrete Reasoning Over Paragraphs) is a reading comprehension benchmark requiring discrete reasoning over paragraph content. It contains crowdsourced, adversarially-created questions that require resolving references and performing discrete operations like addition, counting, or sorting, demanding comprehensive paragraph understanding beyond paraphrase-and-entity-typing shortcuts.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- 2019-03-01
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 30
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| DeepSeek-V3 | 0.916 | Not recorded | Not recorded | 2024-12-25 · model_announcement | LLM Stats |
| Claude 3.5 Sonnet | 0.871 | Not recorded | Not recorded | 2024-10-22 · model_announcement | LLM Stats |
| Claude 3.5 Sonnet | 0.871 | Not recorded | Not recorded | 2024-06-21 · model_announcement | LLM Stats |
| MiMo-V2.5-Pro | 0.863 | Not recorded | Not recorded | 2026-04-27 · model_announcement | LLM Stats |
| GPT-4 Turbo | 0.86 | Not recorded | Not recorded | 2024-04-09 · model_announcement | LLM Stats |
| Nova Pro | 0.854 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Llama 3.1 405B Instruct | 0.848 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| GPT-4o | 0.834 | Not recorded | Not recorded | 2024-05-13 · model_announcement | LLM Stats |
| Claude 3.5 Haiku | 0.831 | Not recorded | Not recorded | 2024-10-22 · model_announcement | LLM Stats |
| Claude 3 Opus | 0.831 | Not recorded | Not recorded | 2024-02-29 · model_announcement | LLM Stats |
| GPT-4 | 0.809 | Not recorded | Not recorded | 2023-06-13 · model_announcement | LLM Stats |
| Nova Lite | 0.802 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| GPT-4o mini | 0.797 | Not recorded | Not recorded | 2024-07-18 · model_announcement | LLM Stats |
| Llama 3.1 70B Instruct | 0.796 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Nova Micro | 0.793 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| LongCat-Flash-Chat | 0.7906 | Not recorded | Not recorded | 2025-08-29 · model_announcement | LLM Stats |
| Claude 3 Sonnet | 0.789 | Not recorded | Not recorded | 2024-02-29 · model_announcement | LLM Stats |
| Claude 3 Haiku | 0.784 | Not recorded | Not recorded | 2024-03-13 · model_announcement | LLM Stats |
| Phi 4 | 0.755 | Not recorded | Not recorded | 2024-12-12 · model_announcement | LLM Stats |
| Gemini 1.5 Pro | 0.749 | Not recorded | Not recorded | 2024-05-01 · model_announcement | LLM Stats |
| GPT-3.5 Turbo | 0.702 | Not recorded | Not recorded | 2023-03-21 · model_announcement | LLM Stats |
| Gemma 3n E4B | 0.608 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E4B Instructed LiteRT Preview | 0.608 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Llama 3.1 8B Instruct | 0.595 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Granite 3.3 8B Instruct | 0.5936 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Gemma 3n E2B | 0.539 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E2B Instructed LiteRT (Preview) | 0.539 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| IBM Granite 4.0 Tiny Preview | 0.462 | Not recorded | Not recorded | 2025-05-02 · model_announcement | LLM Stats |
| Granite 3.3 8B Base | 0.3614 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| ERNIE 4.5 | 0.286 | Not recorded | Not recorded | 2025-06-25 · model_announcement | LLM Stats |