Feature Name | Class | Elev. meters | County | Latitude DMS | Longitude DMS |
| Ezell Hollow | Valley | | Giles | 35 18 31 N | 086 56 17 W |
| Ezell-Harding Christian School | School | 199 | Davidson | 36 03 51 N | 086 38 08 W |
| F Earnests Shoals | Bar | 397 | Greene | 36 11 16 N | 082 41 40 W |
| F-Eleven Tailings Pond | Reservoir | 445 | Polk | 35 00 48 N | 084 23 18 W |
| F-Eleven Tailings Pond Dam | Dam | 445 | Polk | 35 00 48 N | 084 23 18 W |
| Face Camp Branch | Stream | | Carter | 36 21 36 N | 082 05 08 W |
| Factory | Locale | 239 | Wayne | 35 14 52 N | 087 37 51 W |
| Factory Branch | Stream | | Franklin | 35 06 13 N | 086 16 05 W |
| Factory Branch | Stream | | McNairy | 35 14 35 N | 088 30 56 W |
| Factory Cemetery | Cemetery | 295 | Lewis | 35 28 02 N | 087 17 29 W |
| Factory Cemetery | Cemetery | 232 | Wayne | 35 15 14 N | 087 38 18 W |
| Factory Creek | Stream | | Lawrence | 35 21 58 N | 087 08 51 W |
| Factory Creek | Stream | | Lawrence | 35 05 10 N | 087 32 02 W |
| Factory Hollow | Valley | | Hardin | 35 03 30 N | 088 10 27 W |
| Factory School (historical) | School | 224 | Wayne | 35 14 55 N | 087 37 54 W |
| Factory Spring | Spring | 245 | Roane | 35 51 50 N | 084 38 29 W |
| Fagall Branch | Stream | | Johnson | 36 34 20 N | 081 51 15 W |
| Fagan Cemetery | Cemetery | 236 | Marshall | 35 41 00 N | 086 44 55 W |
| Fagan Cemetery | Cemetery | 534 | Unicoi | 36 15 29 N | 082 19 01 W |
| Fagan Mill Creek | Stream | | Morgan | 35 59 01 N | 084 39 58 W |
| Fagan School (historical) | School | 537 | Unicoi | 36 15 14 N | 082 18 50 W |
| Fagens Chapel | Church | 181 | Dickson | 36 11 57 N | 087 22 20 W |
| Fagin | Populated Place | 278 | Monroe | 35 33 17 N | 084 19 07 W |
| Fain Branch | Stream | | Lewis | 35 34 17 N | 087 37 29 W |
| Fain Cemetery | Cemetery | 350 | Jefferson | 35 59 16 N | 083 31 51 W |
| Fain Cemetery | Cemetery | 280 | Lewis | 35 33 38 N | 087 37 43 W |
| Fain Cemetery | Cemetery | 448 | Sullivan | 36 34 57 N | 082 26 49 W |
| Fain Cove | Valley | | Cocke | 35 53 17 N | 083 18 10 W |
| Fain Hill | Summit | 306 | Rutherford | 35 47 10 N | 086 32 50 W |
| Fain Hollow | Valley | | Lewis | 35 30 49 N | 087 34 25 W |
| Fain Spring Creek | Stream | | Lauderdale | 35 45 25 N | 089 30 24 W |
| Fains Shoals | Bar | 305 | Jefferson | 35 58 50 N | 083 24 31 W |
| Faint Hope Cemetery | Cemetery | 209 | Hardin | 35 02 16 N | 088 04 23 W |
| Fair Acres | Populated Place | 404 | Sullivan | 36 32 46 N | 082 31 59 W |
| Fair Acres (subdivision) | Populated Place | 482 | Sullivan | 36 33 06 N | 082 13 28 W |
| Fair Garden | Locale | 340 | Sevier | 35 54 08 N | 083 24 47 W |
| Fair Garden Cemetery | Cemetery | 352 | Sevier | 35 53 40 N | 083 25 12 W |
| Fair Garden Elementary School | School | 293 | Knox | 35 59 47 N | 083 52 24 W |
| Fair Ground School (historical) | School | 352 | Cocke | 35 58 37 N | 083 11 11 W |
| Fair Havens Church | Church | 274 | Knox | 36 05 58 N | 083 59 34 W |
| Fair Oaks | Populated Place | 338 | Knox | 35 58 16 N | 084 02 08 W |
| Fair Oaks (subdivision) | Populated Place | 185 | Davidson | 36 03 06 N | 086 41 52 W |
| Fair View | Populated Place | 190 | Stewart | 36 29 45 N | 087 53 50 W |
| Fair View Church | Church | 367 | Hawkins | 36 21 22 N | 083 06 25 W |
| Fair View School (historical) | School | 113 | Dyer | 36 03 04 N | 089 17 26 W |
| Fair View School (historical) | School | 123 | Fayette | 35 06 24 N | 089 29 36 W |
| Fair View School (historical) | School | 275 | Hickman | 35 53 29 N | 087 16 08 W |
| Fairbanks Shopping Center | Locale | 257 | Anderson | 36 01 50 N | 084 13 43 W |
| Fairfax Farm | Locale | 308 | Jefferson | 36 03 20 N | 083 14 52 W |
| Fairfax Heights | Populated Place | 250 | Hamilton | 35 06 34 N | 085 15 51 W |
| Fairfax Pumping Station | Building | 74 | Shelby | 35 10 42 N | 089 58 06 W |
| Fairfield | Populated Place | 254 | Bedford | 35 34 00 N | 086 17 07 W |
| Fairfield | Populated Place | 299 | Blount | 35 45 48 N | 083 52 06 W |
| Fairfield | Populated Place | 236 | Hickman | 35 50 05 N | 087 25 58 W |
| Fairfield | Populated Place | 247 | Sumner | 36 37 11 N | 086 20 44 W |
| Fairfield (subdivision) | Populated Place | 477 | Greene | 36 10 20 N | 082 48 45 W |
| Fairfield Acres | Populated Place | 392 | Hamblen | 36 15 46 N | 083 14 16 W |
| Fairfield Baptist Church | Church | 245 | Hickman | 35 50 12 N | 087 25 39 W |
| Fairfield Cemetery | Cemetery | 245 | Sumner | 36 37 12 N | 086 20 43 W |
| Fairfield Church | Church | 396 | Hamblen | 36 15 23 N | 083 14 25 W |
| Fairfield Church | Church | 246 | Sumner | 36 37 12 N | 086 20 39 W |
| Fairfield Church (historical) | Church | 388 | Sullivan | 36 31 54 N | 082 31 51 W |
| Fairfield Church of Christ | Church | 258 | Bedford | 35 34 06 N | 086 17 13 W |
| Fairfield Estates | Populated Place | 175 | Rutherford | 35 53 57 N | 086 21 41 W |
| Fairfield Glade | Populated Place | 636 | Cumberland | 36 00 01 N | 084 53 11 W |
| Fairfield Glade Post Office | Post Office | 616 | Cumberland | 36 00 26 N | 084 53 13 W |
| Fairfield Missionary Baptist Church | Church | 135 | Davidson | 36 09 07 N | 086 45 21 W |
| Fairfield School (historical) | School | 116 | Houston | 36 18 43 N | 087 55 31 W |
| Fairfield School (historical) | School | 245 | Sumner | 36 37 12 N | 086 20 32 W |
| Fairgarden School (historical) | School | 360 | Sevier | 35 53 14 N | 083 25 23 W |
| Fairground Pond | Lake | 154 | Stewart | 36 28 29 N | 087 50 24 W |
| Fairgrounds Park | Park | 116 | Montgomery | 36 30 30 N | 087 22 15 W |
| Fairhills (subdivision) | Populated Place | 212 | Hamilton | 35 03 54 N | 085 17 22 W |
| Fairlane | Populated Place | 302 | Monroe | 35 37 37 N | 084 27 17 W |
| Fairlane Elementary School | School | 299 | Macon | 36 31 18 N | 086 02 02 W |
| Fairlane Estates | Populated Place | 246 | Bedford | 35 30 14 N | 086 28 44 W |
| Fairlane Shopping Center | Locale | 183 | Davidson | 36 03 50 N | 086 43 04 W |
| Fairlawn (subdivision) | Populated Place | 496 | Washington | 36 20 50 N | 082 22 13 W |
| Fairlawn Church | Church | 93 | Shelby | 35 05 25 N | 089 58 11 W |
| Fairleigh Street Baptist Church | Church | 211 | Hamilton | 35 04 05 N | 085 15 02 W |
| Fairley High School | School | 92 | Shelby | 35 00 46 N | 090 02 58 W |
| Fairley Road Elementary School | School | 90 | Shelby | 35 01 03 N | 090 03 02 W |
| Fairmont | Populated Place | 176 | Rutherford | 35 55 14 N | 086 23 11 W |
| Fairmont Presbyterian Church | Church | 299 | Knox | 36 00 36 N | 083 54 56 W |
| Fairmont School | School | 263 | Sumner | 36 29 42 N | 086 35 40 W |
| Fairmont School (historical) | School | 482 | Hancock | 36 25 21 N | 083 14 29 W |
| Fairmount | Populated Place | 593 | Hamilton | 35 10 53 N | 085 19 25 W |
| Fairmount | Populated Place | 529 | Sullivan | 36 35 06 N | 082 10 15 W |
| Fairmount Branch | Stream | | Hamilton | 35 11 31 N | 085 18 44 W |
| Fairmount Cemetery | Cemetery | 592 | Hamilton | 35 11 01 N | 085 19 12 W |
| Fairmount Elementary School | School | 534 | Sullivan | 36 35 13 N | 082 10 09 W |
| Fairmount Presbyterian Church | Church | 534 | Sullivan | 36 34 40 N | 082 09 47 W |
| Fairmount School (historical) | School | 627 | Hamilton | 35 09 48 N | 085 18 51 W |
| Fairmount School (historical) | School | 302 | Lincoln | 35 10 15 N | 086 27 45 W |
| Fairview | Populated Place | 352 | Blount | 35 42 55 N | 084 00 34 W |
| Fairview | Populated Place | 253 | Bradley | 35 13 18 N | 084 49 30 W |
| Fairview | Populated Place | 143 | Carroll | 36 04 37 N | 088 28 05 W |
| Fairview | Populated Place | 503 | Carter | 36 19 50 N | 082 14 09 W |
| Fairview | Populated Place | 789 | Carter | 36 11 51 N | 082 13 07 W |
| Fairview | Populated Place | 306 | Clay | 36 32 55 N | 085 18 42 W |
| Fairview | Populated Place | 332 | Coffee | 35 26 08 N | 086 13 14 W |
| Fairview | Populated Place | 569 | Cumberland | 35 59 38 N | 084 55 38 W |
| Fairview | Populated Place | 533 | Fentress | 36 29 59 N | 085 00 22 W |
| Fairview | Populated Place | 103 | Gibson | 36 10 23 N | 089 04 44 W |
| Fairview | Populated Place | 433 | Grainger | 36 23 03 N | 083 21 33 W |
| Fairview | Populated Place | 498 | Greene | 36 13 19 N | 082 45 41 W |
| Fairview | Populated Place | 224 | Hamilton | 35 08 04 N | 085 11 12 W |
| Fairview | Populated Place | 249 | Lawrence | 35 02 32 N | 087 27 19 W |
| Fairview | Populated Place | 286 | Lawrence | 35 09 10 N | 087 17 48 W |
| Fairview | Populated Place | 308 | Macon | 36 30 40 N | 086 10 41 W |