Feature Name | Class | Elev. meters | County | Latitude DMS | Longitude DMS |
| Rock Springs School | School | 397 | Overton | 36 11 32 N | 085 15 47 W |
| Rock Springs School (historical) | School | 158 | Putnam | 36 09 36 N | 085 46 59 W |
| Rock Springs School (historical) | School | 455 | Sullivan | 36 27 53 N | 082 33 11 W |
| Rock Springs United Methodist Church | Church | 467 | Sullivan | 36 27 52 N | 082 33 17 W |
| Rock Springs Valley | Valley | | Sullivan | 36 29 55 N | 082 30 52 W |
| Rock Station | Locale | 303 | Warren | 35 45 07 N | 085 38 41 W |
| Rock Town | Populated Place | 358 | Jefferson | 36 08 18 N | 083 27 04 W |
| Rockcastle Cove | Valley | | Fentress | 36 22 40 N | 084 59 50 W |
| Rockcastle Creek | Stream | | Fentress | 36 22 37 N | 084 59 49 W |
| Rockcliff Church | Church | 319 | Warren | 35 35 38 N | 085 49 08 W |
| Rockdale | Populated Place | 219 | Maury | 35 28 16 N | 087 15 23 W |
| Rockdale | Populated Place | 164 | Rutherford | 36 03 47 N | 086 27 53 W |
| Rockdale Hill | Summit | 314 | Maury | 35 27 41 N | 087 15 27 W |
| Rockdale School (historical) | School | 184 | Dickson | 36 17 06 N | 087 29 34 W |
| Rockdale School (historical) | School | 217 | Maury | 35 28 13 N | 086 57 12 W |
| Rockdale School (historical) | School | 164 | Rutherford | 36 03 41 N | 086 27 54 W |
| Rockford | Populated Place | 252 | Blount | 35 49 39 N | 083 56 27 W |
| Rockford Church | Church | 262 | Blount | 35 49 47 N | 083 56 29 W |
| Rockford Community Park | Park | 251 | Blount | 35 49 55 N | 083 56 39 W |
| Rockford Elementary School | School | 258 | Blount | 35 49 26 N | 083 56 32 W |
| Rockford Presbyterian Church (historical) | Church | 257 | Blount | 35 50 58 N | 083 56 10 W |
| Rockford School | School | 183 | Wayne | 35 03 28 N | 087 36 07 W |
| Rockford Station | Locale | 256 | Blount | 35 49 53 N | 083 57 12 W |
| Rockgardens (subdivision) | Populated Place | 264 | Blount | 35 46 45 N | 083 57 35 W |
| Rockholt Spring | Spring | 260 | Meigs | 35 28 18 N | 084 47 11 W |
| Rockhouse | Locale | 396 | White | 35 55 08 N | 085 24 16 W |
| Rockhouse Branch | Stream | | Cannon | 35 49 56 N | 086 02 06 W |
| Rockhouse Branch | Stream | | Fentress | 36 30 46 N | 084 46 28 W |
| Rockhouse Branch | Stream | | Pickett | 36 26 46 N | 085 07 07 W |
| Rockhouse Branch | Stream | | Rhea | 35 36 53 N | 084 59 13 W |
| Rockhouse Branch | Stream | | Rhea | 35 41 39 N | 084 54 42 W |
| Rockhouse Church | Church | 181 | Perry | 35 31 28 N | 087 45 22 W |
| Rockhouse Creek | Stream | | Lewis | 35 27 02 N | 087 37 04 W |
| Rockhouse Creek | Stream | | Perry | 35 32 40 N | 087 48 35 W |
| Rockhouse Creek | Stream | | Van Buren | 35 39 47 N | 085 20 59 W |
| Rockhouse Creek Valley | Valley | | Lewis | 35 27 02 N | 087 37 05 W |
| Rockhouse Fork | Stream | | Scott | 36 24 27 N | 084 23 40 W |
| Rockhouse Hollow | Valley | | Hardin | 35 07 01 N | 088 09 17 W |
| Rockhouse Hollow | Valley | | Hickman | 35 50 23 N | 087 19 20 W |
| Rockhouse Hollow | Valley | | Lawrence | 35 23 21 N | 087 30 43 W |
| Rockhouse Hollow | Valley | | Macon | 36 27 32 N | 085 49 57 W |
| Rockhouse Hollow | Valley | | Sumner | 36 31 35 N | 086 16 26 W |
| Rockhouse School | School | 440 | Scott | 36 25 03 N | 084 22 06 W |
| Rockhouse School (historical) | School | 229 | Cannon | 35 50 35 N | 086 01 46 W |
| Rockhouse State Memorial | Park | 420 | White | 35 55 13 N | 085 24 07 W |
| Rockland | Populated Place | 148 | Sumner | 36 18 04 N | 086 38 31 W |
| Rockland Recreation Area | Park | 145 | Sumner | 36 17 55 N | 086 39 06 W |
| Rockledge | Populated Place | 337 | Franklin | 35 08 52 N | 085 58 03 W |
| Rockpile Church (historical) | Church | 337 | Cumberland | 35 45 38 N | 085 00 35 W |
| Rockport | Populated Place | 177 | Benton | 35 56 31 N | 088 01 03 W |
| Rockport Island (historical) | Island | 109 | Benton | 35 56 13 N | 087 59 48 W |
| Rockport Landing | Locale | 110 | Benton | 35 56 35 N | 088 00 48 W |
| Rockquarry (historical) | Populated Place | 253 | Lawrence | 35 26 03 N | 087 22 08 W |
| Rocks Springs Freewill Baptist Church | Church | 196 | Dickson | 36 18 45 N | 087 16 19 W |
| Rockspring Branch | Stream | | Obion | 36 22 56 N | 089 08 22 W |
| Rocksprings | Populated Place | 201 | Rutherford | 35 57 23 N | 086 35 49 W |
| Rocksprings Branch | Stream | | Sullivan | 36 33 24 N | 082 32 28 W |
| Rockstack | Summit | 1344 | Monroe | 35 23 51 N | 084 00 50 W |
| Rockstack | Summit | 1333 | Monroe | 35 23 50 N | 084 00 50 W |
| Rocktown Church (historical) | Church | 355 | Jefferson | 36 08 22 N | 083 26 48 W |
| Rockvale | Populated Place | 227 | Rutherford | 35 45 26 N | 086 31 53 W |
| Rockvale Church | Church | 219 | Rutherford | 35 46 04 N | 086 32 05 W |
| Rockvale Elementary School | School | 243 | Rutherford | 35 45 00 N | 086 32 47 W |
| Rockvale Post Office | Post Office | 228 | Rutherford | 35 45 24 N | 086 31 56 W |
| Rockview Church | Church | 284 | McMinn | 35 34 58 N | 084 35 58 W |
| Rockville | Populated Place | 292 | Monroe | 35 36 01 N | 084 22 06 W |
| Rockwell Cemetery | Cemetery | 331 | Putnam | 36 09 29 N | 085 25 19 W |
| Rockwell Hollow | Valley | | Putnam | 36 08 40 N | 085 25 25 W |
| Rockwood | Populated Place | 272 | Roane | 35 51 56 N | 084 41 06 W |
| Rockwood Cemetery | Cemetery | 287 | Roane | 35 51 49 N | 084 41 06 W |
| Rockwood Church of Christ | Church | 267 | Roane | 35 52 04 N | 084 41 20 W |
| Rockwood Community Park | Park | 226 | Roane | 35 49 55 N | 084 41 02 W |
| Rockwood Dock | Locale | 226 | Roane | 35 50 02 N | 084 41 25 W |
| Rockwood Ferry (historical) | Crossing | 226 | Roane | 35 47 12 N | 084 38 50 W |
| Rockwood Filtration Plant | Building | 229 | Roane | 35 50 08 N | 084 41 29 W |
| Rockwood First Baptist Church | Church | 270 | Roane | 35 52 16 N | 084 41 07 W |
| Rockwood Golf and Country Club | Locale | 270 | Roane | 35 52 00 N | 084 39 09 W |
| Rockwood High School | School | 275 | Roane | 35 52 24 N | 084 41 25 W |
| Rockwood Hill | Populated Place | 456 | Greene | 36 07 42 N | 082 51 38 W |
| Rockwood Junior High School | School | 274 | Roane | 35 52 20 N | 084 41 20 W |
| Rockwood Landing (historical) | Locale | 226 | Roane | 35 48 56 N | 084 40 20 W |
| Rockwood Mine | Mine | 467 | Roane | 35 53 35 N | 084 40 32 W |
| Rockwood Municipal Airport | Airport | 505 | Morgan | 35 55 20 N | 084 41 23 W |
| Rockwood School | School | 225 | Giles | 35 06 31 N | 087 02 43 W |
| Rockwood United Methodist Church | Church | 282 | Roane | 35 52 28 N | 084 40 22 W |
| Rocky Bar | Cliff | 446 | Overton | 36 12 57 N | 085 14 04 W |
| Rocky Branch | Populated Place | 293 | Blount | 35 44 27 N | 083 50 28 W |
| Rocky Branch | Stream | | Bledsoe | 35 32 23 N | 085 15 22 W |
| Rocky Branch | Stream | | Bledsoe | 35 41 16 N | 085 06 28 W |
| Rocky Branch | Stream | | Blount | 35 45 12 N | 083 50 30 W |
| Rocky Branch | Stream | | Carter | 36 21 30 N | 082 11 52 W |
| Rocky Branch | Stream | | Cumberland | 35 51 09 N | 084 58 58 W |
| Rocky Branch | Stream | | Cumberland | 35 58 43 N | 084 49 21 W |
| Rocky Branch | Stream | | Cumberland | 36 00 30 N | 085 02 03 W |
| Rocky Branch | Stream | | Decatur | 35 41 14 N | 088 07 58 W |
| Rocky Branch | Stream | | Dickson | 36 11 54 N | 087 23 16 W |
| Rocky Branch | Stream | | Fentress | 36 11 43 N | 085 04 08 W |
| Rocky Branch | Stream | | Franklin | 35 14 44 N | 086 12 13 W |
| Rocky Branch | Stream | | Grainger | 36 17 26 N | 083 29 06 W |
| Rocky Branch | Stream | | Hamilton | 35 11 54 N | 085 15 39 W |
| Rocky Branch | Stream | | Hamilton | 35 24 51 N | 085 08 26 W |
| Rocky Branch | Stream | | Hardin | 35 20 27 N | 088 04 08 W |
| Rocky Branch | Stream | | Hardin | 35 06 51 N | 088 09 00 W |
| Rocky Branch | Stream | | Hardin | 35 14 32 N | 088 06 54 W |
| Rocky Branch | Stream | | Hawkins | 36 19 39 N | 083 05 13 W |
| Rocky Branch | Stream | | Henry | 36 26 03 N | 088 12 53 W |
| Rocky Branch | Stream | | Hickman | 35 47 49 N | 087 32 36 W |
| Rocky Branch | Stream | | Hickman | 35 49 20 N | 087 41 49 W |
| Rocky Branch | Stream | | Lewis | 35 36 14 N | 087 29 40 W |
| Rocky Branch | Stream | | Maury | 35 40 36 N | 087 08 26 W |